Using response surface methods to explore and optimize mating disruption of the leafminer Phyllocnistis citrella (Lepidoptera: Gracillariidae).

The application of synthetic sex pheromones to disrupt mating of agricultural pests can be an effective and environmentally friendly alternative to pesticide applications. Optimizing mating disruption through examination of multiple interrelated variables may contribute to wider adoption in agricult...

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Main Authors: Denis S. Willett, Lukasz Lech Stelinski, Stephen Lawrence Lapointe
Format: Article
Language:English
Published: Frontiers Media S.A. 2015-03-01
Series:Frontiers in Ecology and Evolution
Subjects:
Online Access:http://journal.frontiersin.org/Journal/10.3389/fevo.2015.00030/full
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spelling doaj-445aafd98e9c45108e87d071d83d3de22020-11-24T22:02:00ZengFrontiers Media S.A.Frontiers in Ecology and Evolution2296-701X2015-03-01310.3389/fevo.2015.00030124150Using response surface methods to explore and optimize mating disruption of the leafminer Phyllocnistis citrella (Lepidoptera: Gracillariidae).Denis S. Willett0Lukasz Lech Stelinski1Stephen Lawrence Lapointe2University of FloridaUniversity of FloridaUnited States Department of AgricultureThe application of synthetic sex pheromones to disrupt mating of agricultural pests can be an effective and environmentally friendly alternative to pesticide applications. Optimizing mating disruption through examination of multiple interrelated variables may contribute to wider adoption in agriculture, especially in situations where pheromone synthesis is expensive. Simulations and field experiments designed to produce response surfaces by varying the distribution and number of pheromone dispensers suggested procedures whereby understanding optimization might be increased over that resulting from more common experiments focusing on one factor at a time. Monte Carlo simulations of a spatially explicit agent-based model resulted in nonlinear disruption profiles with increasing point source density. Field trials conducted in citrus infested by the leafminer Phyllocnistis citrella varied the amount of pheromone applied at each point source and point source density using attractive and non-attractive disruption blends. Trap catch disruption in the field resulted in nonlinear disruption profiles similar to those observed with simulations. Response surfaces showed an interaction between the amount of pheromone applied and the number of point sources for the attractive blend, but not for the non-attractive blend. Disruption surfaces were combined with cost curves to optimize trap catch disruption under real world cost constraints. The methods used here highlight the importance of experiment design for understanding the underlying biological dynamics governing mating disruption and optimizing its implementation.http://journal.frontiersin.org/Journal/10.3389/fevo.2015.00030/fullsimulationmating disruptionDesign of experiments (DOE)response surface methodsPhyllocnistis citrellaCitrus leafminer
collection DOAJ
language English
format Article
sources DOAJ
author Denis S. Willett
Lukasz Lech Stelinski
Stephen Lawrence Lapointe
spellingShingle Denis S. Willett
Lukasz Lech Stelinski
Stephen Lawrence Lapointe
Using response surface methods to explore and optimize mating disruption of the leafminer Phyllocnistis citrella (Lepidoptera: Gracillariidae).
Frontiers in Ecology and Evolution
simulation
mating disruption
Design of experiments (DOE)
response surface methods
Phyllocnistis citrella
Citrus leafminer
author_facet Denis S. Willett
Lukasz Lech Stelinski
Stephen Lawrence Lapointe
author_sort Denis S. Willett
title Using response surface methods to explore and optimize mating disruption of the leafminer Phyllocnistis citrella (Lepidoptera: Gracillariidae).
title_short Using response surface methods to explore and optimize mating disruption of the leafminer Phyllocnistis citrella (Lepidoptera: Gracillariidae).
title_full Using response surface methods to explore and optimize mating disruption of the leafminer Phyllocnistis citrella (Lepidoptera: Gracillariidae).
title_fullStr Using response surface methods to explore and optimize mating disruption of the leafminer Phyllocnistis citrella (Lepidoptera: Gracillariidae).
title_full_unstemmed Using response surface methods to explore and optimize mating disruption of the leafminer Phyllocnistis citrella (Lepidoptera: Gracillariidae).
title_sort using response surface methods to explore and optimize mating disruption of the leafminer phyllocnistis citrella (lepidoptera: gracillariidae).
publisher Frontiers Media S.A.
series Frontiers in Ecology and Evolution
issn 2296-701X
publishDate 2015-03-01
description The application of synthetic sex pheromones to disrupt mating of agricultural pests can be an effective and environmentally friendly alternative to pesticide applications. Optimizing mating disruption through examination of multiple interrelated variables may contribute to wider adoption in agriculture, especially in situations where pheromone synthesis is expensive. Simulations and field experiments designed to produce response surfaces by varying the distribution and number of pheromone dispensers suggested procedures whereby understanding optimization might be increased over that resulting from more common experiments focusing on one factor at a time. Monte Carlo simulations of a spatially explicit agent-based model resulted in nonlinear disruption profiles with increasing point source density. Field trials conducted in citrus infested by the leafminer Phyllocnistis citrella varied the amount of pheromone applied at each point source and point source density using attractive and non-attractive disruption blends. Trap catch disruption in the field resulted in nonlinear disruption profiles similar to those observed with simulations. Response surfaces showed an interaction between the amount of pheromone applied and the number of point sources for the attractive blend, but not for the non-attractive blend. Disruption surfaces were combined with cost curves to optimize trap catch disruption under real world cost constraints. The methods used here highlight the importance of experiment design for understanding the underlying biological dynamics governing mating disruption and optimizing its implementation.
topic simulation
mating disruption
Design of experiments (DOE)
response surface methods
Phyllocnistis citrella
Citrus leafminer
url http://journal.frontiersin.org/Journal/10.3389/fevo.2015.00030/full
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