A Spatial Web Application to Explore the Interactions between Human Mobility, Government Policies, and COVID-19 Cases

Allen G (2020). Florida's Governor Lifts All COVID-19 Restrictions On Businesses Statewide. National Public Radio. 25 September 2020

Apple Inc (2020). COVID-19 - Mobility trends reports. https://covid19.apple.com/mobility (accessed 10.14. 20)

Cacciapaglia G, Cot C and Sannino F (2020). Mining Google and Apple mobility data: Twenty-one shades of European social distancing measures for COVID-19. arXiv preprint arXiv:2008.02117

Chang W, Cheng J, Allaire J, Xie Y and McPherson J (2020). Shiny: Web Application Framework for R. https://cran.r-project.org/web/packages/shiny/index.html (accessed 11.16.20)

Cheng J, Karambelkar B and Xie Y (2019). Leaflet: Create Interactive Web Maps with the JavaScript 'Leaflet' Library. https://cran.r-project.org/web/packages/leaflet/index.html (accessed 11.16.20)

Dong E, Du H, Gardner L (2020) An interactive web-based dashboard to track COVID-19 in real time. Lancet Infect Dis 20(5):533–534

Hadjidemetriou GM, Sasidharan M, Kouyialis G, Parlikad AK (2020) The impact of government measures and human mobility trend on COVID-19 related deaths in the UK. Transportation Research Interdisciplinary Perspectives 6:100167

Hale T, Webster S, Petherick A, Phillips T and Kira B (2020). Oxford COVID-19 Government Response Tracker. Blavatnik School of Government. (accessed 10.14.20).

Huang J, Wang H, Fan M, Zhuo A, Sun Y and Li Y, (2020). Understanding the Impact of the COVID-19 Pandemic on Transportation-related Behaviors with Human Mobility Data. KDD '20: Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining. 3443-3450.

Li J, Tartarini F (2020) Changes in air quality during the COVID-19 lockdown in Singapore and associations with human mobility trends. Aerosol Air Qual Res 20(8):1748–1758

Montanari A (2005) Human mobility, global change and local development. Belgeo. 1(1-2):7–18

Scott MC, Sen Roy S, Prasad S (2016) Spatial Patterns of Off the System Traffic Crashes in Miami-Dade County, FL during 2005-2010. Traffic Injury Prevention 17:729–735. https://doi.org/10.1080/15389588.2016.1144878

Sen Roy S, Balling RC Jr (2021) Impact of the COVID-19 Lockdown on Air Quality in the Delhi Metropolitan Region. Appl Geogr 128:102418. https://doi.org/10.1016/j.apgeog.2021.102418

Sen Roy S, Perlman J, Balling RC Jr (2020) Analysis of Urban Mobility in South Florida using Uber Movement. Case Studies on Transport Policy 8(4):1393–1400. https://doi.org/10.1016/j.cstp.2020.10.003

Sievert C, Parmer C, Hocking T, Chamberlain S, Ram K, Corvellec M and Despouy P, (2020). Plotly: Create Interactive Web Graphics via 'plotly.js'. https://cran.r-project.org/web/packages/plotly/index.html (accessed 11.16.20).

Wickham H, Chang W, Henry L, Pedersen TL, Takahashi T, Wilke C, Woo K, Yutani H and Dunnington D, (2020). ggplot2: Create Elegant Data Visualisations Using the Grammar of Graphics. https://cran.r-project.org/web/packages/ggplot2/index.html (accessed 11.16.20).

Wilbur M, Ayman A, Ouyang A, Poon V, Kabir R, Vadali A, Pugliese P, Freudberg D, Laszka A and Dubey A, (2020). Impact of COVID-19 on Public Transit Accessibility and Ridership. arXiv:2008.02413

World Health Organization (2020). Timeline of WHO’s response to COVID-19. https://www.who.int/news/item/29-06-2020-covidtimeline (accessed 11.16.20)