Modeling Joint Dependence of Managed Ecosystems Pests: The Case of the Wheat Stem Sawfly

Many invasive and opportunistic pests cause multiple, interdependent adverse outcomes on agricultural production. Often, however, these impacts are modeled independently, which can bias empirical inferences and contribute to inaccurate recommendations. We use a copula function to more accurately mod...

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Bibliographic Details
Main Authors: Anton Bekkerman, David K. Weaver
Format: Article
Language:English
Published: Western Agricultural Economics Association 2018-05-01
Series:Journal of Agricultural and Resource Economics
Subjects:
Online Access:https://ageconsearch.umn.edu/record/273445
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spelling doaj-3b335dba329b41a6bc3203cbcb643def2020-11-25T00:15:36ZengWestern Agricultural Economics AssociationJournal of Agricultural and Resource Economics1068-55022327-82852018-05-0143217219410.22004/ag.econ.273445273445Modeling Joint Dependence of Managed Ecosystems Pests: The Case of the Wheat Stem SawflyAnton BekkermanDavid K. WeaverMany invasive and opportunistic pests cause multiple, interdependent adverse outcomes on agricultural production. Often, however, these impacts are modeled independently, which can bias empirical inferences and contribute to inaccurate recommendations. We use a copula function to more accurately model the joint behavior and provide an empirical example of its application to assess the impacts of the wheat stem sawfly (WSS). We use a unique farm-level dataset to estimate the expected losses associated with WSS and then evaluate two popular WSS management strategies. We find that strategies minimizing long-run infestation levels are preferred to those that seek to maximize yield potential in exchange for higher risk of intertemporal infestation.https://ageconsearch.umn.edu/record/273445biological controlcopulaharvest decisionshost plant resistance
collection DOAJ
language English
format Article
sources DOAJ
author Anton Bekkerman
David K. Weaver
spellingShingle Anton Bekkerman
David K. Weaver
Modeling Joint Dependence of Managed Ecosystems Pests: The Case of the Wheat Stem Sawfly
Journal of Agricultural and Resource Economics
biological control
copula
harvest decisions
host plant resistance
author_facet Anton Bekkerman
David K. Weaver
author_sort Anton Bekkerman
title Modeling Joint Dependence of Managed Ecosystems Pests: The Case of the Wheat Stem Sawfly
title_short Modeling Joint Dependence of Managed Ecosystems Pests: The Case of the Wheat Stem Sawfly
title_full Modeling Joint Dependence of Managed Ecosystems Pests: The Case of the Wheat Stem Sawfly
title_fullStr Modeling Joint Dependence of Managed Ecosystems Pests: The Case of the Wheat Stem Sawfly
title_full_unstemmed Modeling Joint Dependence of Managed Ecosystems Pests: The Case of the Wheat Stem Sawfly
title_sort modeling joint dependence of managed ecosystems pests: the case of the wheat stem sawfly
publisher Western Agricultural Economics Association
series Journal of Agricultural and Resource Economics
issn 1068-5502
2327-8285
publishDate 2018-05-01
description Many invasive and opportunistic pests cause multiple, interdependent adverse outcomes on agricultural production. Often, however, these impacts are modeled independently, which can bias empirical inferences and contribute to inaccurate recommendations. We use a copula function to more accurately model the joint behavior and provide an empirical example of its application to assess the impacts of the wheat stem sawfly (WSS). We use a unique farm-level dataset to estimate the expected losses associated with WSS and then evaluate two popular WSS management strategies. We find that strategies minimizing long-run infestation levels are preferred to those that seek to maximize yield potential in exchange for higher risk of intertemporal infestation.
topic biological control
copula
harvest decisions
host plant resistance
url https://ageconsearch.umn.edu/record/273445
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