Hosni Eslam M, Al-Khalaf Areej A, Nasser Mohamed G, Abou-Shaara Hossam F, Radwan Marwa H
Entomology Department, Faculty of Science, Ain Shams University, Cairo 11566, Egypt.
Biology Department, College of Science, Princess Nourah Bint Abdulrahman University, Riyadh 11671, Saudi Arabia.
Insects. 2022 May 22;13(5):484. doi: 10.3390/insects13050484.
Beekeeping is essential for the global food supply, yet honeybee health and hive numbers are increasingly threatened by habitat alteration, climate change, agrochemical overuse, pathogens, diseases, and insect pests. However, pests and diseases that have unknown spatial distribution and influences are blamed for diminishing honeybee colonies over the world. The greater wax moth (GWM), , is a pervasive pest of the honeybee, . It has an international distribution that causes severe loss to the beekeeping industry. The GWM larvae burrow into the edge of unsealed cells that have pollen, bee brood, and honey through to the midrib of the wax comb. Burrowing larvae leave behind masses of webs that cause honey to leak out and entangle emerging bees, resulting in death by starvation, a phenomenon called galleriasis. In this study, the maximum entropy algorithm implemented in (Maxent) model was used to predict the global spatial distribution of GWM throughout the world. Two representative concentration pathways (RCPs) 2.6 and 8.5 of three global climate models (GCMs), were used to forecast the global distribution of GWM in 2050 and 2070. The Maxent models for GWM provided a high value of the Area Under Curve equal to 0.8 ± 0.001, which was a satisfactory result. Furthermore, True Skilled Statistics assured the perfection of the resultant models with a value equal to 0.7. These values indicated a significant correlation between the models and the ecology of the pest species. The models also showed a very high habitat suitability for the GWM in hot-spot honey exporting and importing countries. Furthermore, we extrapolated the economic impact of such pests in both feral and wild honeybee populations and consequently the global market of the honeybee industry.
养蜂对全球粮食供应至关重要,但蜜蜂健康和蜂群数量正日益受到栖息地改变、气候变化、农用化学品过度使用、病原体、疾病及害虫的威胁。然而,空间分布和影响未知的病虫害却被归咎于全球蜜蜂蜂群数量的减少。大蜡螟是蜜蜂的一种普遍害虫,其分布具有国际性,给养蜂业造成严重损失。大蜡螟幼虫会钻进未封盖的含有花粉、蜂蛹和蜂蜜的巢房边缘,直至蜡脾的中脉。钻洞的幼虫会留下大量蛛丝,导致蜂蜜泄漏并缠住羽化出的蜜蜂,造成蜜蜂饿死,这种现象称为蜡螟虫害。在本研究中,利用最大熵算法在Maxent模型中预测大蜡螟在全球的空间分布。使用三种全球气候模型(GCMs)的两条代表性浓度路径(RCPs)2.6和8.5来预测2050年和2070年大蜡螟的全球分布。大蜡螟的Maxent模型的曲线下面积值很高,等于0.8±0.001,这是一个令人满意的结果。此外,真技能统计确保了所得模型的完美性,值为0.7。这些值表明模型与害虫物种的生态之间存在显著相关性。模型还显示,在热点蜂蜜进出口国家,大蜡螟的栖息地适宜性非常高。此外,我们推断了此类害虫对野生和家养蜜蜂种群的经济影响,进而推断了蜜蜂产业的全球市场。