An epidemiological framework for modelling fungicide dynamics and control.
Defining appropriate policies for controlling the spread of fungal disease in agricultural landscapes requires appropriate theoretical models. Most existing models for the fungicidal control of plant diseases do not explicitly include the dynamics of the fungicide itself, nor do they consider the im...
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doaj-bd3c10052d3e48118ac3fcdb2709de3a2020-11-25T01:18:30ZengPublic Library of Science (PLoS)PLoS ONE1932-62032012-01-0178e4094110.1371/journal.pone.0040941An epidemiological framework for modelling fungicide dynamics and control.Matthew D CastleChristopher A GilliganDefining appropriate policies for controlling the spread of fungal disease in agricultural landscapes requires appropriate theoretical models. Most existing models for the fungicidal control of plant diseases do not explicitly include the dynamics of the fungicide itself, nor do they consider the impact of infection occurring during the host growth phase. We introduce a modelling framework for fungicide application that allows us to consider how "explicit" modelling of fungicide dynamics affects the invasion and persistence of plant pathogens. Specifically, we show that "explicit" models exhibit bistability zones for values of the basic reproductive number (R0) less than one within which the invasion and persistence threshold depends on the initial infection levels. This is in contrast to classical models where invasion and persistence thresholds are solely dependent on R0. In addition if initial infection occurs during the growth phase then an additional "invasion zone" can exist for even smaller values of R0. Within this region the system will experience an epidemic that is not able to persist. We further show that ideal fungicides with high levels of effectiveness, low rates of application and low rates of decay lead to the existence of these bistability zones. The results are robust to the inclusion of demographic stochasticity.http://europepmc.org/articles/PMC3416832?pdf=render |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Matthew D Castle Christopher A Gilligan |
spellingShingle |
Matthew D Castle Christopher A Gilligan An epidemiological framework for modelling fungicide dynamics and control. PLoS ONE |
author_facet |
Matthew D Castle Christopher A Gilligan |
author_sort |
Matthew D Castle |
title |
An epidemiological framework for modelling fungicide dynamics and control. |
title_short |
An epidemiological framework for modelling fungicide dynamics and control. |
title_full |
An epidemiological framework for modelling fungicide dynamics and control. |
title_fullStr |
An epidemiological framework for modelling fungicide dynamics and control. |
title_full_unstemmed |
An epidemiological framework for modelling fungicide dynamics and control. |
title_sort |
epidemiological framework for modelling fungicide dynamics and control. |
publisher |
Public Library of Science (PLoS) |
series |
PLoS ONE |
issn |
1932-6203 |
publishDate |
2012-01-01 |
description |
Defining appropriate policies for controlling the spread of fungal disease in agricultural landscapes requires appropriate theoretical models. Most existing models for the fungicidal control of plant diseases do not explicitly include the dynamics of the fungicide itself, nor do they consider the impact of infection occurring during the host growth phase. We introduce a modelling framework for fungicide application that allows us to consider how "explicit" modelling of fungicide dynamics affects the invasion and persistence of plant pathogens. Specifically, we show that "explicit" models exhibit bistability zones for values of the basic reproductive number (R0) less than one within which the invasion and persistence threshold depends on the initial infection levels. This is in contrast to classical models where invasion and persistence thresholds are solely dependent on R0. In addition if initial infection occurs during the growth phase then an additional "invasion zone" can exist for even smaller values of R0. Within this region the system will experience an epidemic that is not able to persist. We further show that ideal fungicides with high levels of effectiveness, low rates of application and low rates of decay lead to the existence of these bistability zones. The results are robust to the inclusion of demographic stochasticity. |
url |
http://europepmc.org/articles/PMC3416832?pdf=render |
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