From plague to coronavirus: On the value of ship traffic data for epidemic modeling

03/04/2020
by   Katherine Hoffmann Pham, et al.
0

In addition to moving people and goods, ships can spread disease. Ship traffic may complement air traffic as a source of import risk, and cruise ships - with large passenger volumes and multiple stops - are potential hotspots, in particular for diseases with long incubation periods. Vessel trajectory data from ship Automatic Identification Systems (AIS) is available online and it is possible to extract and analyze this data. We illustrate this in the case of the current coronavirus epidemic, in which hundreds of infected individuals have traveled in ships captured in the AIS dataset. This real time and historical data should be included in epidemiological models of disease to inform the corresponding operational response.

READ FULL TEXT

page 2

page 5

research
09/29/2020

Centrality-Based Traffic Restriction in Delayed Epidemic Networks

During an epidemic, infectious individuals might not be detectable until...
research
09/25/2019

Real time analysis of epidemic data

Infectious diseases have severe health and economic consequences for soc...
research
10/31/2022

Bayesian Modeling of Dynamic Behavioral Change During an Epidemic

For many infectious disease outbreaks, the at-risk population changes th...
research
09/15/2022

Coupled Evolutionary Behavioral and Disease Dynamics under Reinfection Risk

We study the interplay between epidemic dynamics and human decision maki...
research
04/02/2020

Detecting Suspected Epidemic Cases Using Trajectory Big Data

Emerging infectious diseases are crucial threats to human health and glo...
research
09/01/2018

Evaluation of the performance challenges in automatic traffic report generation with huge data volumes

In this paper we analyze the performance issues involved in the generati...
research
06/30/2021

Switchover phenomenon induced by epidemic seeding on geometric networks

It is a fundamental question in disease modelling how the initial seedin...

Please sign up or login with your details

Forgot password? Click here to reset