Cargando…
The Application of a Mathematical Model to Evaluate the Effectiveness of Control Strategies Against Ciona intestinalis in Mussel Production
The Prince Edward Island (PEI) mussel industry has faced challenges associated with invasive tunicate species over the past two decades. Field experiments to find suitable mitigation strategies require considerable time and are resource intensive. This study demonstrates the application of a mathema...
Autores principales: | , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2019
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6710327/ https://www.ncbi.nlm.nih.gov/pubmed/31482099 http://dx.doi.org/10.3389/fvets.2019.00271 |
_version_ | 1783446326419128320 |
---|---|
author | Patanasatienkul, Thitiwan Sanchez, Javier Davidson, Jeff Revie, Crawford W. |
author_facet | Patanasatienkul, Thitiwan Sanchez, Javier Davidson, Jeff Revie, Crawford W. |
author_sort | Patanasatienkul, Thitiwan |
collection | PubMed |
description | The Prince Edward Island (PEI) mussel industry has faced challenges associated with invasive tunicate species over the past two decades. Field experiments to find suitable mitigation strategies require considerable time and are resource intensive. This study demonstrates the application of a mathematical model to assess several control strategies against Ciona intestinalis populations under different temperature conditions in a mussel production area in PEI. A temperature dependent compartmental model was used to model the total abundance of C. intestinalis. Each mitigation strategy was defined in terms of a combination of timing and frequency of treatments. Various strategies were explored to obtain the combination that maximized the difference in predicted abundances between the control (untreated) and the different mitigation strategies. Treatment frequency was allowed to vary between one and four times over a given production year. The model was assessed under baseline conditions, which mimicked water temperatures from Georgetown Harbor, PEI, in 2008; as well as under scenarios that reflected prolonged summer or warm spring temperatures. Furthermore, the sensitivity of the model to variations in presumed treatment efficacy was evaluated. The use of all four available treatments, starting around the first week of July and correctly timed thereafter, provided the most effective strategy, assuming the baseline temperature scenario. However, the effectiveness of this mitigation strategy depended on temperature conditions. The mathematical model developed in this study allows decision makers to explore different strategies to control the abundance of C. intestinalis in mussel production areas under different environmental conditions. In addition, the modeling framework developed could be adapted to simulate comparable ectoparasitic infestation in aquatic environments. |
format | Online Article Text |
id | pubmed-6710327 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-67103272019-09-03 The Application of a Mathematical Model to Evaluate the Effectiveness of Control Strategies Against Ciona intestinalis in Mussel Production Patanasatienkul, Thitiwan Sanchez, Javier Davidson, Jeff Revie, Crawford W. Front Vet Sci Veterinary Science The Prince Edward Island (PEI) mussel industry has faced challenges associated with invasive tunicate species over the past two decades. Field experiments to find suitable mitigation strategies require considerable time and are resource intensive. This study demonstrates the application of a mathematical model to assess several control strategies against Ciona intestinalis populations under different temperature conditions in a mussel production area in PEI. A temperature dependent compartmental model was used to model the total abundance of C. intestinalis. Each mitigation strategy was defined in terms of a combination of timing and frequency of treatments. Various strategies were explored to obtain the combination that maximized the difference in predicted abundances between the control (untreated) and the different mitigation strategies. Treatment frequency was allowed to vary between one and four times over a given production year. The model was assessed under baseline conditions, which mimicked water temperatures from Georgetown Harbor, PEI, in 2008; as well as under scenarios that reflected prolonged summer or warm spring temperatures. Furthermore, the sensitivity of the model to variations in presumed treatment efficacy was evaluated. The use of all four available treatments, starting around the first week of July and correctly timed thereafter, provided the most effective strategy, assuming the baseline temperature scenario. However, the effectiveness of this mitigation strategy depended on temperature conditions. The mathematical model developed in this study allows decision makers to explore different strategies to control the abundance of C. intestinalis in mussel production areas under different environmental conditions. In addition, the modeling framework developed could be adapted to simulate comparable ectoparasitic infestation in aquatic environments. Frontiers Media S.A. 2019-08-20 /pmc/articles/PMC6710327/ /pubmed/31482099 http://dx.doi.org/10.3389/fvets.2019.00271 Text en Copyright © 2019 Patanasatienkul, Sanchez, Davidson and Revie. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Veterinary Science Patanasatienkul, Thitiwan Sanchez, Javier Davidson, Jeff Revie, Crawford W. The Application of a Mathematical Model to Evaluate the Effectiveness of Control Strategies Against Ciona intestinalis in Mussel Production |
title | The Application of a Mathematical Model to Evaluate the Effectiveness of Control Strategies Against Ciona intestinalis in Mussel Production |
title_full | The Application of a Mathematical Model to Evaluate the Effectiveness of Control Strategies Against Ciona intestinalis in Mussel Production |
title_fullStr | The Application of a Mathematical Model to Evaluate the Effectiveness of Control Strategies Against Ciona intestinalis in Mussel Production |
title_full_unstemmed | The Application of a Mathematical Model to Evaluate the Effectiveness of Control Strategies Against Ciona intestinalis in Mussel Production |
title_short | The Application of a Mathematical Model to Evaluate the Effectiveness of Control Strategies Against Ciona intestinalis in Mussel Production |
title_sort | application of a mathematical model to evaluate the effectiveness of control strategies against ciona intestinalis in mussel production |
topic | Veterinary Science |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6710327/ https://www.ncbi.nlm.nih.gov/pubmed/31482099 http://dx.doi.org/10.3389/fvets.2019.00271 |
work_keys_str_mv | AT patanasatienkulthitiwan theapplicationofamathematicalmodeltoevaluatetheeffectivenessofcontrolstrategiesagainstcionaintestinalisinmusselproduction AT sanchezjavier theapplicationofamathematicalmodeltoevaluatetheeffectivenessofcontrolstrategiesagainstcionaintestinalisinmusselproduction AT davidsonjeff theapplicationofamathematicalmodeltoevaluatetheeffectivenessofcontrolstrategiesagainstcionaintestinalisinmusselproduction AT reviecrawfordw theapplicationofamathematicalmodeltoevaluatetheeffectivenessofcontrolstrategiesagainstcionaintestinalisinmusselproduction AT patanasatienkulthitiwan applicationofamathematicalmodeltoevaluatetheeffectivenessofcontrolstrategiesagainstcionaintestinalisinmusselproduction AT sanchezjavier applicationofamathematicalmodeltoevaluatetheeffectivenessofcontrolstrategiesagainstcionaintestinalisinmusselproduction AT davidsonjeff applicationofamathematicalmodeltoevaluatetheeffectivenessofcontrolstrategiesagainstcionaintestinalisinmusselproduction AT reviecrawfordw applicationofamathematicalmodeltoevaluatetheeffectivenessofcontrolstrategiesagainstcionaintestinalisinmusselproduction |