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...
Main Authors: | , , |
---|---|
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 |
id |
doaj-445aafd98e9c45108e87d071d83d3de2 |
---|---|
record_format |
Article |
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 |
work_keys_str_mv |
AT denisswillett usingresponsesurfacemethodstoexploreandoptimizematingdisruptionoftheleafminerphyllocnistiscitrellalepidopteragracillariidae AT lukaszlechstelinski usingresponsesurfacemethodstoexploreandoptimizematingdisruptionoftheleafminerphyllocnistiscitrellalepidopteragracillariidae AT stephenlawrencelapointe usingresponsesurfacemethodstoexploreandoptimizematingdisruptionoftheleafminerphyllocnistiscitrellalepidopteragracillariidae |
_version_ |
1725837409234452480 |