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铃木氏果蝇(双翅目,果蝇科)的全球潜在分布。

Global potential distribution of Drosophila suzukii (Diptera, Drosophilidae).

作者信息

Dos Santos Luana A, Mendes Mayara F, Krüger Alexandra P, Blauth Monica L, Gottschalk Marco S, Garcia Flávio R M

机构信息

Pós-Graduação em Entomologia, Instituto de Biologia, Universidade Federal de Pelotas, Pelotas, Rio Grande do Sul, Brazil.

Pós-Graduação em Biologia Animal, Instituto de Biologia, Universidade Federal de Pelotas, Pelotas, Rio Grande do Sul, Brazil.

出版信息

PLoS One. 2017 Mar 21;12(3):e0174318. doi: 10.1371/journal.pone.0174318. eCollection 2017.

Abstract

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.

摘要

铃木果蝇(松村)原产于西亚,在产卵时能够刺穿完整的果实,这使其在许多国家被视为水果作物害虫。铃木果蝇在全球范围内迅速扩散;2008年在北美和欧洲有记录,2013年在南美有记录。由于这种快速扩散,我们使用最大熵建模(MaxEnt)算法和规则集生成遗传算法(GARP),利用全球407个已知出现地点和11个预测变量对该物种的潜在分布进行建模。经过1000次重复,MaxEnt模型预测的1000次重复的曲线下平均面积(AUC)值为0.97,GARP为0.87,表明两个模型都具有最佳性能。对MaxEnt模型预测影响最大的环境变量是年平均温度、最暖月的最高温度、最冷月的平均温度和年降水量。模型表明环境适宜性较高,主要在亚洲、欧洲以及南北美洲大陆的温带和亚热带地区,这些地区已经记录到该物种。由于这些地区对该物种具有环境适宜性,预计非洲和澳大利亚大陆有进一步被入侵的可能性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8f0a/5360346/0436496f995d/pone.0174318.g001.jpg

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