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Maxent modeling for predicting the potential distribution of Sanghuang, an important group of medicinal fungi in China

机译:Maxent模型用于预测中国重要药用真菌群桑黄的潜在分布

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The ability to identify the spatial distribution of economically important fungal species is crucial for understanding the environmental factors that affect them and for conservation management. A potentially valuable approach for this is maximum entropy (Maxent) spatial distribution modeling, which was applied here to map the potential distribution of three "Sanghuang" mushrooms in China, which include Phellinus baumii, Phellinus igniarius and Phellinus vaninii. Nineteen WorldClim bioclimatic variables, with corresponding altitude data, and 89 spatially well-dispersed species occurrence records were used in the modeling. The relative importance of the environmental variables was evaluated by Jackknife tests in the modeling. analysis. The maximum entropy models obtained have high Area Under Receiver Operating Characteristic Curve (AUC) values: 0.956, 0.967 and 0.960, for P. baumii, P. igniarius and P. vaninii, respectively. The bioclimatic variable that most strongly affected distributions of P. baumii and P. vaninii was precipitation in the warmest quarter, while the mean temperature in the warmest quarter affected the distribution of P. igniarius most strongly. Overall, these models could provide valuable help in searching for the target species in areas where it is hitherto unknown, and be the reference of conservation measures for these medicinal fungal species. (C) 2015 Elsevier Ltd and The British Mycological Society. All rights reserved.
机译:识别具有经济意义的真菌物种的空间分布的能力,对于了解影响它们的环境因素以及保护管理至关重要。一种潜在的有价值的方法是最大熵(Maxent)空间分布建模,该模型在此用于绘制中国三个桑桑蘑菇的潜在分布,其中包括桑黄桑黄,桑黄桑黄和桑黄桑黄。在模型中使用了19个WorldClim生物气候变量以及相应的海拔高度数据,以及89个在空间上分散良好的物种发生记录。在模型中通过Jackknife检验评估了环境变量的相对重要性。分析。所获得的最大熵模型具有较高的接收器工作特性曲线下面积(AUC)值:分别对鲍米疟原虫,黑褐对虾和凡纳滨对虾具有0.956、0.967和0.960。影响鲍米果假单胞菌和凡士林假单胞菌分布最严重的生物气候变量是最暖季的降水,而最暖季的平均温度对黑酒假单胞菌的分布影响最大。总体而言,这些模型可以为迄今未知的地区寻找目标物种提供有价值的帮助,并为这些药用真菌物种的保护措施提供参考。 (C)2015 Elsevier Ltd和英国Mycological Society。版权所有。

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