medRxiv · 2020 · 16 citations · 6 references
Veterinary MedicineInfectious DiseasesEmerging Infectious DiseasesInfectious Disease EpidemiologyVirologyInfectious Disease DynamicsTransmission DynamicsAir Transportation NetworksDisease Outbreak DynamicsSars-cov-2 InfectionSpatial Disease DynamicsSpatial Transmission DynamicsViral Transmission Dynamics
Abstract Background We investigated a likely scenario of COVID-19 spreading in Brazil through the complex airport network of the country, for the 90 days after the first national occurrence of the disease. After the confirmation of the first imported cases, the lack of a proper airport entrance control resulted in the infection spreading in a manner directly proportional to the amount of flights reaching each city, following first occurrence of the virus coming from abroad. Methodology We developed a SIR (Susceptible-Infected-Recovered) model divided in a metapopulation structure, where cities with airports were demes connected by the number of flights. Subsequently, we further explored the role of Manaus airport for a rapid entrance of the pandemic into indigenous territories situated in remote places of the Amazon region. Results The expansion of the SARS-CoV-2 virus between cities was fast, directly proportional to the airport closeness centrality within the Brazilian air transportation network. There was a clear pattern in the expansion of the pandemic, with a stiff exponential expansion of cases for all cities. The more an airport showed closeness centrality, the greater was its vulnerability to SARS-CoV-2. Conclusions We discussed the weak pandemic control performance of Brazil in comparison with other tropical, developing countries, namely India and Nigeria. Finally, we proposed measures for containing virus spreading taking into consideration the scenario of high poverty.
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Simple mathematical models with very complicated dynamics
Robert M. May · Nature · 1976 · 6.9K citations
COVID-19: towards controlling of a pandemic
Juliet Bedford, Delia Enría, Johan Giesecke et al. · The Lancet · 2020 · 1.6K citations · Full text
Veterinary Medicine, Infectious Disease Control, Infectious Diseases +15
Spatial and temporal dynamics of superspreading events in the 2014–2015 West Africa Ebola epidemic
Max S. Y. Lau, Benjamin D. Dalziel, Sebastian Funk et al. · Proceedings of the National Academy of Sciences · 2017 · 201 citations · Full text
Veterinary Medicine, Infectious Disease Control, Infectious Diseases +17