Predicting COVID-19 Unreported Case From Space

Yayan Satyakti

Abstract

This paper investigates how night lights data satellite employed in epidemiologist model.

Keywords

Keywords:COVID-19, econometric method, human mobility

Full Text:

PDF

References

Charu, V. et al. (2017) ‘Human mobility and the spatial transmission of influenza in the United States’, PLoS Computational Biology, 13(2), pp. 1–23. doi: 10.1371/journal.pcbi.1005382.

Çolak, S., Lima, A. and González, M. C. (2016) ‘Understanding congested travel in urban areas’, Nature Communications, 7. doi: 10.1038/ncomms10793.

Fogli, A. and Veldkamp, L. (2020) ‘Germs, Social Networks and Growth’, Review of Economic Studies, pp. 1–35. doi: 10.2139/ssrn.1679857.

Gatto, M. et al. (2020) ‘Spread and dynamics of the COVID-19 epidemic in Italy: Effects of emergency containment measures’, Proceedings of the National Academy of Sciences of the United States of America, 117(19), pp. 10484–10491. doi: 10.1073/pnas.2004978117.

Glaeser, E. L. et al. (1992) ‘Growth in Cities’, Journal of Political Economy, 100(6), pp. 1126–1152.

Hanming, F., Wang, L. and Yang, Y. (2020) Human mobility restriction and the spread of the novel corona virus (2019-NCov) in China. w26906. Cambridge, MA 02138.

Henderson, J. V., Storeygard, A. and Weil, D. N. (2012) ‘Measuring economic growth from outer space’, American Economic Review, 102(2), pp. 994–1028. doi: 10.1257/aer.102.2.994.

Hsiang, S. et al. (2020) ‘The effect of large-scale anti-contagion policies on the COVID-19 pandemic.’, Nature. doi: 10.1038/s41586-020-2404-8.

Lemey, P. et al. (2014) ‘Unifying Viral Genetics and Human Transportation Data to Predict the Global Transmission Dynamics of Human Influenza H3N2’, PLoS Pathogens, 10(2). doi: 10.1371/journal.ppat.1003932.

Satyakti, Y. (2020) ‘Do Human Restriction Mobility Policy in Indonesia Effectively Reduce the Spread of COVID-19’, SSRN Electronic Journal, (July), pp. 1–30. doi: 10.2139/ssrn.3654553.

Refbacks

  • There are currently no refbacks.