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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...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
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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. |
format | Online Article Text |
id | pubmed-8837793 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
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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