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Global potential distribution of Drosophila suzukii (Diptera, Drosophilidae)

Drosophila suzukii (Matsumura) is a species native to Western Asia that is able to pierce intact fruit during egg laying, causing it to be considered a fruit crop pest in many countries. Drosophila suzukii have a rapid expansion worldwide; occurrences were recorded in North America and Europe in 200...

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Autores principales: dos Santos, Luana A., Mendes, Mayara F., Krüger, Alexandra P., Blauth, Monica L., Gottschalk, Marco S., Garcia, Flávio R. M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5360346/
https://www.ncbi.nlm.nih.gov/pubmed/28323903
http://dx.doi.org/10.1371/journal.pone.0174318
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author dos Santos, Luana A.
Mendes, Mayara F.
Krüger, Alexandra P.
Blauth, Monica L.
Gottschalk, Marco S.
Garcia, Flávio R. M.
author_facet dos Santos, Luana A.
Mendes, Mayara F.
Krüger, Alexandra P.
Blauth, Monica L.
Gottschalk, Marco S.
Garcia, Flávio R. M.
author_sort dos Santos, Luana A.
collection PubMed
description Drosophila suzukii (Matsumura) is a species native to Western Asia that is able to pierce intact fruit during egg laying, causing it to be considered a fruit crop pest in many countries. Drosophila suzukii have a rapid expansion worldwide; occurrences were recorded in North America and Europe in 2008, and South America in 2013. Due to this rapid expansion, we modeled the potential distribution of this species using the Maximum Entropy Modeling (MaxEnt) algorithm and the Genetic Algorithm for Ruleset Production (GARP) using 407 sites with known occurrences worldwide and 11 predictor variables. After 1000 replicates, the value of the average area under the curve (AUC) of the model predictions with 1000 replicates was 0.97 for MaxEnt and 0.87 for GARP, indicating that both models had optimal performances. The environmental variables that most influenced the prediction of the MaxEnt model were the annual mean temperature, the maximum temperature of the warmest month, the mean temperature of the coldest quarter and the annual precipitation. The models indicated high environmental suitability, mainly in temperate and subtropical areas in the continents of Asia, Europe and North and South America, where the species has already been recorded. The potential for further invasions of the African and Australian continents is predicted due to the environmental suitability of these areas for this species.
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spelling pubmed-53603462017-04-06 Global potential distribution of Drosophila suzukii (Diptera, Drosophilidae) dos Santos, Luana A. Mendes, Mayara F. Krüger, Alexandra P. Blauth, Monica L. Gottschalk, Marco S. Garcia, Flávio R. M. PLoS One Research Article Drosophila suzukii (Matsumura) is a species native to Western Asia that is able to pierce intact fruit during egg laying, causing it to be considered a fruit crop pest in many countries. Drosophila suzukii have a rapid expansion worldwide; occurrences were recorded in North America and Europe in 2008, and South America in 2013. Due to this rapid expansion, we modeled the potential distribution of this species using the Maximum Entropy Modeling (MaxEnt) algorithm and the Genetic Algorithm for Ruleset Production (GARP) using 407 sites with known occurrences worldwide and 11 predictor variables. After 1000 replicates, the value of the average area under the curve (AUC) of the model predictions with 1000 replicates was 0.97 for MaxEnt and 0.87 for GARP, indicating that both models had optimal performances. The environmental variables that most influenced the prediction of the MaxEnt model were the annual mean temperature, the maximum temperature of the warmest month, the mean temperature of the coldest quarter and the annual precipitation. The models indicated high environmental suitability, mainly in temperate and subtropical areas in the continents of Asia, Europe and North and South America, where the species has already been recorded. The potential for further invasions of the African and Australian continents is predicted due to the environmental suitability of these areas for this species. Public Library of Science 2017-03-21 /pmc/articles/PMC5360346/ /pubmed/28323903 http://dx.doi.org/10.1371/journal.pone.0174318 Text en © 2017 dos Santos et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
dos Santos, Luana A.
Mendes, Mayara F.
Krüger, Alexandra P.
Blauth, Monica L.
Gottschalk, Marco S.
Garcia, Flávio R. M.
Global potential distribution of Drosophila suzukii (Diptera, Drosophilidae)
title Global potential distribution of Drosophila suzukii (Diptera, Drosophilidae)
title_full Global potential distribution of Drosophila suzukii (Diptera, Drosophilidae)
title_fullStr Global potential distribution of Drosophila suzukii (Diptera, Drosophilidae)
title_full_unstemmed Global potential distribution of Drosophila suzukii (Diptera, Drosophilidae)
title_short Global potential distribution of Drosophila suzukii (Diptera, Drosophilidae)
title_sort global potential distribution of drosophila suzukii (diptera, drosophilidae)
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5360346/
https://www.ncbi.nlm.nih.gov/pubmed/28323903
http://dx.doi.org/10.1371/journal.pone.0174318
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