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Editorial

Challenges and opportunities of the spatiotemporal responses to the global pandemic of COVID-19

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References

  • Baker, M. 2016. “Reproducibility Crisis.” Nature 533 (26): 353–366. doi:10.1038/nj7603-430a.
  • Buck, S. 2015. ”Solving Reproducibility.” Science 348 (6242): 1403. doi:10.1126/science.aac8041
  • Chow, D. (2015, September 16). How Safe and Secure is Open-Source OpenStack? Network World. https://www.networkworld.com/article/2984352/how-safe-and-secure-is-open-source-openstack.html.
  • Hufsky, F., K. Lamkiewicz, A. Almeida, A. Aouacheria, C. Arighi, A. Bateman, M. Marz, et al. 2021. “Computational Strategies to Combat COVID-19: Useful Tools to Accelerate SARS-CoV-2 and Coronavirus Research.” Briefings in Bioinformatics 22 (2, March): 642–663. doi:10.1093/bib/bbaa232.
  • Hu T, Guan WW, Zhu X, Shao Y, Liu L, Du J, Liu H, Zhou H, Wang J, She B, and Zhang L. 2020. “Building an Open Resources Repository for COVID-19 Research.” Data and Information Management 4 (3): 130–147. doi:10.2478/dim-2020-0012.
  • Lan, H., D. Sha, A. S. Malarvizhi, Q. Liu, Y. Li, N. Meister, et al. 2021. ”When and How to Safely Reopen Schools.” Nature Computational Science. In submission.
  • Lan, H., D. Sha, A. S. Malarvizhi, Y. Liu, Y. Li, N. Meister, Liu Q, C. Yang, Z. Wang, J. Yang, and C. P. Yang. 2021. “COVID-Scraper: An Open-Source Toolset for Automatically Scraping and Processing Global Multi-Scale Spatiotemporal COVID-19 Records.” IEEE Access 9: 84783–84798. doi:10.1109/ACCESS.2021.3085682.
  • Li, Y., M. Li, M. Rice, Y. Su, and C. Yang. 2021b. “Phased Implementation of COVID-19 Vaccination: Rapid Assessment of Policy Adoption, Reach and Effectiveness to Protect the Most Vulnerable in the US.” International Journal of Environmental Research and Public Health Health 18 (14): 7665. doi:10.3390/ijerph18147665.
  • Li, Y., M. Li, M. Rice, and C. Yang. 2022. “Impact of COVID-19 Containment and Closure Policies on Tropospheric Nitrogen Dioxide: A Global Perspective.” Environment International 158: 106887. doi:10.1016/j.envint.2021.106887.
  • Li, Y., M. Li, M. Rice, H. Zhang, D. Sha, M. Li, Y. Su, and C. Yang. 2021a. “The Impact of Policy Measures on Human Mobility, COVID-19 Cases, and Mortality in the US: A Spatiotemporal Perspective.” International Journal of Environmental Research and Public Health 18 (3): 996. doi:10.3390/ijerph18030996.
  • Liu, Q., J. T. Harris, L. S. Chiu, D. Sun, P. R. Houser, M. Yu, C. Yang, M. M. Little, and C. Yang. 2021a. “Spatiotemporal Impacts of COVID-19 on Air Pollution in California, USA.” The Science of the Total Environment 750: 141592. doi:10.1016/j.scitotenv.2020.141592.
  • Liu, Q., W. Liu, D. Sha, S. Kumar, E. Chang, V. Arora, H. Lan, et al. “An Environmental Data Collection for COVID-19 Pandemic Research.” Data 2020a 5 (3): 68. doi:10.3390/data5030068.
  • Liu, Q., A. S. Malarvizhi, W. Liu, H. Xu, J. T. Harris, J. Yang, C. Yang, M. M. Little, D. Sha, H. Lan, and C. Yang. 2021b. “Spatiotemporal Changes in Global Nitrogen Dioxide Emission Due to COVID-19 Mitigation Policies.” The Science of the Total Environment 776: 146027. doi:10.1016/j.scitotenv.2021.146027.
  • Liu, Q., D. Sha, W. Liu, P. Houser, L. Zhang, R. Hou, H. Lan, et al. 2020b. “Spatiotemporal Patterns of COVID-19 Impact on Human Activities and Environment in Mainland China Using Nighttime Light and Air Quality Data.” Remote Sensing 12 (10): 1576. doi:10.3390/rs12101576.
  • Liu, Q. I. A. N., A. Srirenganathanmalarvizhi, K. Howell, and C. Yang. 2022. “Tropospheric Nitrogen Dioxide Increases Past Pre-Pandemic Levels Due to Economic Reopening in India.” Frontiers in Environmental Science 10. doi:10.3389/fenvs.2022.962891.
  • McNutt, M. 2014. “Reproducibility.” Science 343 (6168): 229. doi:10.1126/science.1250475.
  • Morley, J., J. Cowls, M. Taddeo, and L. Floridi. 2020. “Ethical Guidelines for COVID-19 Tracing Apps.” Nature 582 (7810, June): 29–31. doi:10.1038/d41586-020-01578-0.
  • Rani, D., and R. K. Ranjan. 2014. “A Comparative Study of SaaS, PaaS and IaaS in Cloud Computing.” International Journal of Advanced Research in Computer Science and Software Engineering 4 (6): 458–461.
  • Rice, M., S. Chen, W. Guan, D. Sun, J. Yang, C. Yang, et al. (2021, May 18). STC-20-01 Innovating a Computing Infrastructure for Spatiotemporal Studies [powerpoint Slides]. Spatiotemporal Thinking, Computing, and Applications. https://www.stcenter.net/?page_id=2127.
  • Rosencrance, L., J. Vaughan, and E. Preslar. 2021. “Hadoop Distributed File System (HDFS). Search Datamanagement.” March 2. https://searchdatamanagement.Techtarget.com/definition/hadoop-Distributed-File-System-HDFS.
  • Shakil, M., Z. Munim, M. Tasnia, and S. Sarowar. 2020. “COVID-19 and the Environment: A Critical Review and Research Agenda.” The Science of the Total Environment 745: 141022. doi:https://doi.org/10.1016/j.scitotenv.2020.141022.
  • Sha, D., Y. Liu, Q. Liu, Y. Li, Y. Tian, F. Beaini, C. Yang, T. Hu, Z. Wang, H. Lan, Y. Zhou. 2020b. “A Spatiotemporal Data Collection of Viral Cases for COVID-19 Rapid Response.” Big Earth Data 5 (1): 1–22. doi:10.1080/20964471.2020.1844934.
  • Sha, D., A. S. Malarvizhi, Q. Liu, Y. Tian, Y. Zhou, S. Ruan, C. Yang, K. Carte, H. Lan, Z. Wang, C. Yang. 2020c. “A State-Level Socioeconomic Data Collection of the United States for COVID-19 Research.” Data 5 (4): 118. doi:https://doi.org/10.3390/data5040118.
  • Sha, D., X. Miao, H. Lan, K. Stewart, S. Ruan, Y. Yang, et al. 2020a. “Spatiotemporal Analysis of Medical Resource Deficiencies in the US Under COVID-19 Pandemic.” PloS One 15 (10): e0240348. doi:10.1371/journal.pone.0240348.
  • Shorten, C., T. M. Khoshgoftaar, and B. Furht. 2021. “Deep Learning Applications for COVID-19.” Journal of Big Data 8 (1): 18. doi:10.1186/s40537-020-00392-9.
  • Superuser. (2016, September 9). Tighten the security of your OpenStack Clouds. Superuser. Retrieved 15 November 2022. https://superuser.openstack.org/articles/tighten-the-security-of-your-openstack-clouds/.
  • Turjak, A., S. Merrick, J. Herlin, U. Medina, K. Masterson, Zhangboye, et al. (n.d.). OpenStack Wallaby Enhances Security and Cross-Project Integration with Other Open Source Technologies. OpenStack. https://www.openstack.org/software/wallaby/.
  • Wang, Z., Y. Chen, Y. Li, D. Kakkar, W. Guan, W. Ji, J. Cain, et al. 2022. “Public Opinions on COVID-19 Vaccines—a Spatiotemporal Perspective on Races and Topics Using a Bayesian-Based Method.” Vaccines 10 (9): 1486. doi:10.3390/vaccines10091486.
  • Yang, C., D. Sha, Q. Liu, Y. Li, H. Lan, W. W. Guan, T. Hu, et al. 2020. “Taking the Pulse of COVID-19: A Spatiotemporal Perspective.” International Journal of Digital Earth 13 (10): 1186–1211. doi:10.1080/17538947.2020.1809723.
  • Zissis, D., and D. Lekkas. 2010. “Addressing Cloud Computing Security Issues.” December 22. Future Generation Computer Systems 28 (3): 583–592. doi:10.1016/j.future.2010.12.006.