Articles with "bayesian source" as a keyword



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Bayesian Source Attribution of Salmonella Typhimurium Isolates From Human Patients and Farm Animals in England and Wales

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Published in 2021 at "Frontiers in Microbiology"

DOI: 10.3389/fmicb.2021.579888

Abstract: The purpose of the study was to apply a Bayesian source attribution model to England and Wales based data on Salmonella Typhimurium (ST) and monophasic variants (MST), using different subtyping approaches based on sequence data.… read more here.

Keywords: england wales; salmonella typhimurium; source; source attribution ... See more keywords
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On the model uncertainties in Bayesian source reconstruction using an ensemble of weather predictions, the emission inverse modelling system FREAR v1.0, and the Lagrangian transport and dispersion model Flexpart v9.0.2

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Published in 2021 at "Geoscientific Model Development"

DOI: 10.5194/gmd-14-1237-2021

Abstract: Abstract. Bayesian source reconstruction is a powerful tool for determining atmospheric releases. It can be used, amongst other applications, to identify a point source releasing radioactive particles into the atmosphere. This is relevant for applications… read more here.

Keywords: transport dispersion; model; source; source reconstruction ... See more keywords