Time from symptom onset to hospitalisation  Mean 9.1 days, variance 14.7 days  Reported Gamma distributed mean, variance estimated from uncertainty interval of mean [8] We assume that the time of starting travel is randomly and uniformly distributed between the time of infection and twice the expected time to severe disease, ensuring that simulated travellers are travelling during their incubation period.