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A Comparison of Three Approaches for Larval Instar Separation in Insects—A Case Study of Dendrolimus pini

The number of larval instars is important from both theoretical and practical perspectives. Three previous studies based on head capsule widths (HCWs) have suggested that Dendrolimus pini larvae pass through seven instars, but the estimated HCW means differed greatly. Various methods are available f...

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Autor principal: Sukovata, Lidia
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6920869/
https://www.ncbi.nlm.nih.gov/pubmed/31684061
http://dx.doi.org/10.3390/insects10110384
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author Sukovata, Lidia
author_facet Sukovata, Lidia
author_sort Sukovata, Lidia
collection PubMed
description The number of larval instars is important from both theoretical and practical perspectives. Three previous studies based on head capsule widths (HCWs) have suggested that Dendrolimus pini larvae pass through seven instars, but the estimated HCW means differed greatly. Various methods are available for determining the number of instars; however, these methods have not been compared on the same dataset. Therefore, the main goal of this study was to compare three approaches for instar separation in D. pini larvae: visual approach followed by non-linear least squares (NLLS) estimation, kernel density estimation (KDE) followed by NLLS, and model-based clustering. Two criteria were used to assess whether the resulting instar separations adhered to Brooks-Dyar’s rule: Crosby’s growth rule and a coefficient of determination indicating the goodness of fit of a straight line to the ln-transformed mean HCW of the respective instars. Our results showing that D. pini larvae pass through eight instars differed greatly from reports in the literature. The best results were obtained by KDE followed by NLLS. For proper instar separation, both criteria of Brooks-Dyar’s rule must be met.
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spelling pubmed-69208692019-12-24 A Comparison of Three Approaches for Larval Instar Separation in Insects—A Case Study of Dendrolimus pini Sukovata, Lidia Insects Article The number of larval instars is important from both theoretical and practical perspectives. Three previous studies based on head capsule widths (HCWs) have suggested that Dendrolimus pini larvae pass through seven instars, but the estimated HCW means differed greatly. Various methods are available for determining the number of instars; however, these methods have not been compared on the same dataset. Therefore, the main goal of this study was to compare three approaches for instar separation in D. pini larvae: visual approach followed by non-linear least squares (NLLS) estimation, kernel density estimation (KDE) followed by NLLS, and model-based clustering. Two criteria were used to assess whether the resulting instar separations adhered to Brooks-Dyar’s rule: Crosby’s growth rule and a coefficient of determination indicating the goodness of fit of a straight line to the ln-transformed mean HCW of the respective instars. Our results showing that D. pini larvae pass through eight instars differed greatly from reports in the literature. The best results were obtained by KDE followed by NLLS. For proper instar separation, both criteria of Brooks-Dyar’s rule must be met. MDPI 2019-11-02 /pmc/articles/PMC6920869/ /pubmed/31684061 http://dx.doi.org/10.3390/insects10110384 Text en © 2019 by the author. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Sukovata, Lidia
A Comparison of Three Approaches for Larval Instar Separation in Insects—A Case Study of Dendrolimus pini
title A Comparison of Three Approaches for Larval Instar Separation in Insects—A Case Study of Dendrolimus pini
title_full A Comparison of Three Approaches for Larval Instar Separation in Insects—A Case Study of Dendrolimus pini
title_fullStr A Comparison of Three Approaches for Larval Instar Separation in Insects—A Case Study of Dendrolimus pini
title_full_unstemmed A Comparison of Three Approaches for Larval Instar Separation in Insects—A Case Study of Dendrolimus pini
title_short A Comparison of Three Approaches for Larval Instar Separation in Insects—A Case Study of Dendrolimus pini
title_sort comparison of three approaches for larval instar separation in insects—a case study of dendrolimus pini
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6920869/
https://www.ncbi.nlm.nih.gov/pubmed/31684061
http://dx.doi.org/10.3390/insects10110384
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