新冠肺炎疫情全球预测

           Our Research Results

1. Huang Z., J. Huang, Q. Gu, et al. 2020: Optimal temperature zone for the dispersal of COVID-19. Science of the Total Environment. DOI: 10.1016/j.scitotenv.2020.139487.

        2. Lian X., J. Huang, L. Zhang and C. Liu. 2020: Environmental indicator for COVID-19 non-pharmaceutical interventions. Geophysical Research Letters. DOI:10.1029/2020GL090344

       3. Lian X., J. Huang, R. Huang, et al. 2020: Impact of city lockdown on the air quality of COVID-19-hit of Wuhan city. Science of the Total Environment. DOI: 10.1016/j.scitotenv.2020.140556. 目前是 Web of Science 热点论文（TOP 0.1%）

4. Huang J., X. Liu, L. Zhang, et al. 2020: The amplified second outbreaks of global COVID-19 pandemic. medRxiv. DOI: 10.1101/2020.07.15.20154161.

       5. Huang J., L. Zhang, X. Liu, et al. 2020: Global prediction system for COVID-19 pandemic. Science Bulletin. DOI: 10.1016/j.scib.2020.08.002.

      6. Liu X., J. Huang, C. Li, et al. 2021: The role of seasonality in the spread of COVID-19 pandemic. Environmental Research. 195, 110874. DOI: 10.1016/j.envres.2021.110874.

       7. Zhang L., J. Huang, H. Yu, et al.Optimal parameterization of COVID-19 epidemic models. Atmospheric and Oceanic Science Letters. DOI: 10.1016/j.aosl.2020.100024.

       8. Huang J., X. Liu, L. Zhang, et al. The oscillation-outbreaks characteristic of the COVID-19 pandemic, National Science Review, Volume 8, Issue 8, August 2021, nwab100, https://doi.org/10.1093/nsr/nwab100.

       9. Liu C., J. Huang, F. Ji, et al.Improvement of the global prediction system of the COVID-19 pandemic based on the ensemble empirical mode decomposition (EEMD) and autoregressive moving average (ARMA) model in a hybrid approach. Atmospheric and Oceanic Science Letters. DOI: 10.1016/j.aosl.2020.100019.

      10. Zhao Y., J. Huang, L. Zhang, et al. The global transmission of new coronavirus variants, Environmental Research, 2021, https://doi.org/10.1016/j.envres.2021.112240.

      11. Chuwei LIU¹, Zhongwei HUANG¹, Jianping HUANG^*1,2, et al. 2022: Comparison of PM_2.5 and CO₂ Concentrations in Large Cities of China during the COVID-19 Lockdown. Original Paper. DOI: 10.1007/s00376-021-1281-x.

      12. Jianping Huang^*†, Xinbo Lian^†, Yingjie Zhao, et al. 2022: Water Transmission Increases the Intensity of COVID-19 Outbreaks. ORIGINAL RESEARCH. DOI: 10.3389/fpubh.2022.808523.

     13. Chuwei Liu, Jianping Huang ^*, Siyu Chen, et al. 2022: The impact of crowd gatherings on the spread of COVID-19. Environmental Research. DOI: 10.1016/j.envres.2022.113604.

      14. X. Lian1, J. Huang1^*, L. Zhang 1, et al. 2022: The advantage of inactivated vaccine for preventing the Omicron outbreak. DOI: 10.20944/preprints202203.0076.v1.

     15. Jianping Huang ∗, Yingjie Zhao , Danfeng Wang. 2022: Possible link between new coronavirus variants and atmospheric lightning and seawater intrusion. Atmospheric and Oceanic Science Letters. DOI: 10.1016/j.aosl.2021.100135.

     16. Yingjie Zhao,¹ Jianping Huang,^1,* Li Zhang,^1,2, et al. 2022: Is the Omicron variant of SARS-CoV-2 coming to an end. The Innovation. DOI: 10.1016/j.xinn.2022.100240.

      17. Xinbo Lian a, Jianping Huang ^a,*, Han Li a, et al. 2023: Heat waves accelerate the spread of infectious diseases. Environmental Research. DOI: 10.1016/j.envres.2023.116090

      18. Qu, Zongxi, Zhang, Beidou, Wang, Hongpeng, 2023: A Multivariate Deep Learning Model with Copled Human Intervention Factors for COVID-19 Forecasting [J]. SYSTEMS, 11(4). (SSCI Q2)