Khadioli N, Tonnang Z E H, Muchugu E, Ong'amo G, Achia T, Kipchirchir I, Kroschel J, Le Ru B
Icipe - African Insect Science for Food and Health,P.O. Box 30772-00100, Nairobi,Kenya.
School of Mathematics,University of Nairobi,P.O. Box 30197-00100, Nairobi,Kenya.
Bull Entomol Res. 2014 Dec;104(6):809-22. doi: 10.1017/S0007485314000601. Epub 2014 Sep 17.
Maize (Zea mays) is a major staple food in Africa. However, maize production is severely reduced by damage caused by feeding lepidopteran pests. In East and Southern Africa, Chilo partellus is one of the most damaging cereal stem borers mainly found in the warmer lowland areas. In this study, it was hypothesized that the future distribution and abundance of C. partellus may be affected greatly by the current global warming. The temperature-dependent population growth potential of C. partellus was studied on artificial diet under laboratory conditions at six constant temperatures (15, 18, 20, 25, 28, 30, 32 and 35 °C), relative humidity of 75±5% and a photoperiod of L12:L12 h. Several non-linear models were fitted to the data to model development time, mortality and reproduction of the insect species. Cohort updating algorithm and rate summation approach were stochastically used for simulating age and stage structure populations and generate life-table parameters. For spatial analysis of the pest risk, three generic risk indices (index of establishment, generation number and activity index) were visualized in the geographical information system component of the advanced Insect Life Cycle modeling (ILCYM) software. To predict the future distribution of C. partellus we used the climate change scenario A1B obtained from WorldClim and CCAFS databases. The maps were compared with available data on the current distribution of C. partellus in Kenya. The results show that the development times of the different stages decreased with increasing temperatures ranging from 18 to 35 °C; at the extreme temperatures, 15 and 38 °C, no egg could hatch and no larvae completed development. The study concludes that C. partellus may potentially expands its range into higher altitude areas, highland tropics and moist transitional regions, with the highest maize potential where the species has not been recorded yet. This has serious implication in terms of food security since these areas produce approximately 80% of the total maize in East Africa.
玉米(Zea mays)是非洲的主要主食。然而,鳞翅目害虫的取食造成的损害严重降低了玉米产量。在东非和南非,Chilo partellus是最具破坏性的谷物蛀茎害虫之一,主要出现在温暖的低地地区。在本研究中,假设当前的全球变暖可能会极大地影响Chilo partellus未来的分布和数量。在实验室条件下,于六个恒定温度(15、18、20、25、28、30、32和35°C)、相对湿度75±5%以及光周期L12:L12小时的环境中,在人工饲料上研究了Chilo partellus的温度依赖性种群增长潜力。对数据拟合了几个非线性模型,以模拟该昆虫物种的发育时间、死亡率和繁殖情况。随机使用队列更新算法和速率求和方法来模拟年龄和阶段结构种群,并生成生命表参数。为了对害虫风险进行空间分析,在先进的昆虫生命周期建模(ILCYM)软件的地理信息系统组件中可视化了三个通用风险指数(定殖指数、世代数和活动指数)。为了预测Chilo partellus的未来分布,我们使用了从WorldClim和CCAFS数据库获得的气候变化情景A1B。将这些地图与肯尼亚Chilo partellus当前分布的现有数据进行了比较。结果表明,在18至35°C的温度范围内,不同阶段的发育时间随着温度升高而减少;在极端温度15°C和38°C下,没有卵能够孵化,也没有幼虫完成发育。该研究得出结论,Chilo partellus可能会将其分布范围扩展到更高海拔地区、高地热带地区和湿润过渡地区,而这些地区是玉米种植潜力最高但该物种尚未被记录的地方。鉴于这些地区生产了东非约80%的玉米总产量,这对粮食安全具有严重影响。