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Author

Raina MacIntyre

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Open access Jul 2026

HPAI H5N1 risk in Australia: a model for the prediction of poultry outbreaks

Predicting the risk of HPAI H5N1 poultry outbreaks across Australia at the local government area (LGA) level using a range of influential risk factors provides a spatially explicit framework for targeted surveillance, preparedness, and biosecurity measures aimed at mitigating the impact of future HPAI H5N1 outbreaks in Australian poultry.

Pan Zhang, Samsung Lim, A. Quigley et al. · 0 citations
Open access Aug 2026

Spatio-temporal Modelling of H5N1 Avian Influenza Outbreaks in Europe (2021-2024)

A data-driven spatio-temporal framework that integrates geospatial, ecological and climatic datasets to explain and forecast the dynamics of H5N1 outbreaks between 2021 and 2024 indicates that H5N1 transmission is structured by ecological drivers and local persistence mechanisms rather than purely seasonal effects.

Mehak Jindal, Samsung Lim, Raina MacIntyre · 0 citations