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Modelling the emergence dynamics of the western corn rootworm beetle (Diabrotica virgifera virgifera)

The western corn rootworm is an invasive species to Europe and is a major agricultural pest that causes widespread economic and yield losses to maize producers. The Gompertz curve was originally used to model human population mortality. It is a sigmoidal curve where the beginning and end of a period...

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Autores principales: Jaksons, Rodelyn, Falkner, Katharina, Moltchanova, Elena
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8837793/
https://www.ncbi.nlm.nih.gov/pubmed/35149696
http://dx.doi.org/10.1038/s41598-022-05032-1
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author Jaksons, Rodelyn
Falkner, Katharina
Moltchanova, Elena
author_facet Jaksons, Rodelyn
Falkner, Katharina
Moltchanova, Elena
author_sort Jaksons, Rodelyn
collection PubMed
description The western corn rootworm is an invasive species to Europe and is a major agricultural pest that causes widespread economic and yield losses to maize producers. The Gompertz curve was originally used to model human population mortality. It is a sigmoidal curve where the beginning and end of a period shows the slowest time for growth, and adequately describes observed dynamics of many phenomena. We propose the use of the Gompertz function in a Bayesian Hierarchical framework to model the emergence dynamics of the western corn rootworm beetle. The proposed model includes the use of climatic variables to assess how weather can influence the observed dynamics. We apply the model to Austrian monitoring data collected in 2004–2015.
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spelling pubmed-88377932022-02-16 Modelling the emergence dynamics of the western corn rootworm beetle (Diabrotica virgifera virgifera) Jaksons, Rodelyn Falkner, Katharina Moltchanova, Elena Sci Rep Article The western corn rootworm is an invasive species to Europe and is a major agricultural pest that causes widespread economic and yield losses to maize producers. The Gompertz curve was originally used to model human population mortality. It is a sigmoidal curve where the beginning and end of a period shows the slowest time for growth, and adequately describes observed dynamics of many phenomena. We propose the use of the Gompertz function in a Bayesian Hierarchical framework to model the emergence dynamics of the western corn rootworm beetle. The proposed model includes the use of climatic variables to assess how weather can influence the observed dynamics. We apply the model to Austrian monitoring data collected in 2004–2015. Nature Publishing Group UK 2022-02-11 /pmc/articles/PMC8837793/ /pubmed/35149696 http://dx.doi.org/10.1038/s41598-022-05032-1 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Jaksons, Rodelyn
Falkner, Katharina
Moltchanova, Elena
Modelling the emergence dynamics of the western corn rootworm beetle (Diabrotica virgifera virgifera)
title Modelling the emergence dynamics of the western corn rootworm beetle (Diabrotica virgifera virgifera)
title_full Modelling the emergence dynamics of the western corn rootworm beetle (Diabrotica virgifera virgifera)
title_fullStr Modelling the emergence dynamics of the western corn rootworm beetle (Diabrotica virgifera virgifera)
title_full_unstemmed Modelling the emergence dynamics of the western corn rootworm beetle (Diabrotica virgifera virgifera)
title_short Modelling the emergence dynamics of the western corn rootworm beetle (Diabrotica virgifera virgifera)
title_sort modelling the emergence dynamics of the western corn rootworm beetle (diabrotica virgifera virgifera)
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8837793/
https://www.ncbi.nlm.nih.gov/pubmed/35149696
http://dx.doi.org/10.1038/s41598-022-05032-1
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