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Laboratory and in-home evaluations of consumer- and professional-grade cockroach baits.
Pub Date : 2025-01-24 DOI: 10.1093/jee/toae291
Johnalyn M Gordon, Angela J Sierras, Daniela V Jackson, Simona Principato, Zachary C DeVries

German cockroaches (Blattella germanica (L.)) are a persistent pest in affordable housing and studies indicate that residents implement control on their own to deal with cockroaches within their homes. While many do-it-yourself (DIY) control options have proven ineffective, baits are widely considered to be a viable DIY solution for residents who do not have access to professional pest control services. To evaluate their efficacy, we tested consumer-use baits (Combat gel bait, Combat bait stations, and Hot Shot liquid bait stations) in both laboratory two-choice assays and in-home assays, comparing them with professional gel baits (Vendetta Nitro, Advion Evolution, and Maxforce FC Magnum). All baits (consumer- and professional-grade) caused > 80% mortality within 14 d in laboratory assays, including against home-collected German cockroach populations. However, the in-home efficacy of consumer-grade baits in comparison to their performance in laboratory assays was inconsistent, with some baits resulting in significant declines in trap catch in 1 month (Hot Shot liquid bait stations), some taking longer (Combat gel bait), and some never showing a decline (Combat bait stations). Discrepancies between product performance in laboratory and in-home studies are concerning and suggest that laboratory assays alone might not be indicative of the potential for control, especially in the context of the more complex home environment. Failures of consumer-grade baits may require re-evaluation of current recommendations for the use of consumer-grade cockroach baits as a viable control option for residents struggling with cockroach infestations without access to professional pest management.

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引用次数: 0
Evaluation of the biocontrol potential of Episyrphus balteatus (Diptera: Syrphidae) on wheat aphids in northern China.
Pub Date : 2025-01-24 DOI: 10.1093/jee/toaf005
Shanshan Jiang, Xiaoxia Liu, Kongming Wu

Marmalada hoverfly, Episyrphus balteatus De Geer (Diptera: Syrphidae), is a cosmopolitan fly species providing pest control and pollination services. As wheat aphids cause significant losses to global wheat production, a systematic evaluation of the predatory potential and biocontrol service functions of E. balteatus in wheat ecosystems was undertaken. The daily maximum prey consumption of third instar E. balteatus on the adult of Rhopalosiphum padi Linnaeus, Schizaphis graminum Rondani, and Sitobion miscanthi Takahashi (Hemiptera: Aphididae) were 250, 500, and 100 individuals/third instar larvae, respectively. The S. graminum population decline rates in cages after release of the third instars at ratios of 1:100 and 1:200 were 100% and 94.17%, respectively, 72-h after exposure. Feeding assays involving R. padi, S. graminum, and S. miscanthi showed a DNA detectability half-life of 4.17, 6.44, and 4.83 h, respectively, in third instar larvae of E. balteatus. Using multiplex polymerase chain reaction-based gut content analysis to detect prey DNA remains, we confirmed that E. balteatus larvae preyed upon R. padi, S. graminum, S. miscanthi, and Metopolophium dirhodum Walker (Hemiptera: Aphididae) in the field experiments during 2022 to 2024. A significant positive correlation was also found between corrected prey detection rate and aphid population dynamics. These results provide an entry point for understanding the ecological service function of E. balteatus and developing the biological control strategy of the wheat aphid management.

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引用次数: 0
On-farm evaluation of swede midge (Diptera: Cecidomyiidae) susceptibility among popular kale varieties.
Pub Date : 2025-01-23 DOI: 10.1093/jee/toae304
Victor M Izzo, Scott A Lewins, Maryam Nouri-Aiin

The swede midge, Contarinia nasturtii Kieffer (Diptera:Cecidomyiidae), is a gall-forming insect pest that targets cruciferous plants. Since its introduction to North America in the early 2000s, the midge has expanded its range to include farming regions in Quebec and the Northeastern USA. In this study, we evaluated the susceptibility of 4 popular kale varieties-Green Curly-(Vates), Red Russian, Red Curly (RedBor), and Lacinato/Tuscan-to swede midge infestation in on-farm trials conducted over consecutive years. Our results indicate substantial variability in susceptibility among varieties, with Red Russian kale consistently exhibiting the highest damage incidence across both years. These findings provide valuable insights for developing effective integrated pest management (IPM) strategies tailored to organic and small-scale vegetable farming contexts, emphasizing the role of crop genetic resources in pest mitigation and sustainable agriculture. In addition, this study highlights the potential of non-chemical approaches for managing swede midge, leading to a more diverse and adaptable IPM toolbox for growers.

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引用次数: 0
Comparison of colored sticky traps for Stomoxys calcitrans (Diptera: Muscidae) on dairy cattle farms in Saraburi province, Thailand. 泰国萨拉武里省奶牛场彩色粘捕法捕蝇蝇(双翅目:蝇科)的比较。
Pub Date : 2025-01-21 DOI: 10.1093/jee/toaf001
Jumnongjit Phasuk, Pairpailin Jhaiaun, Chattraporn Rungchalermlak, Giang Thi Nguyen, Wissanuwat Chimnoi, Pumipat Tongyoo, Ketsarin Kamyingkird

A sticky trap is a simple, low-cost method for the field estimation of insect population density. The present study was investigated the attraction of Stomoxys calcitrans using 5 different colors of sticky trap (blue, gray, transparent, white, and yellow). Throughout the sampling period, the sticky traps collected 1,559 S. calcitrans adults, of which 560 (36%) were females and 999 (64%) were males. The mean numbers of S. calcitrans on the 3 dairy cattle farms sampled differed significantly among the different trap colors, with both sexes being preferentially attracted to white or blue sticky traps. However, the white sticky traps were more effective at trapping S. calcitrans than the yellow and transparent sticky traps. Thus, a white-colored fly trap design was recommended for monitoring purposes.

粘捕器是一种简单、低成本的野外昆虫种群密度估算方法。本研究采用蓝色、灰色、透明、白色、黄色5种不同颜色的粘捕器,研究了石灰褐口狐的诱食效果。在整个取样期间,粘捕器共捕获成虫1559只,其中雌虫560只(36%),雄虫999只(64%)。3个奶牛场不同粘捕器颜色的粘捕器平均捕集量差异显著,雌雄均倾向于白色粘捕器和蓝色粘捕器。白色粘捕器比黄色粘捕器和透明粘捕器更有效。因此,建议设计白色捕蝇器进行监测。
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引用次数: 0
Impact of climate change on the distribution of the citrus longhorned beetle Anoplophora chinensis (Coleoptera: Cerambycidae) and its host plants, Castanea mollissima and Castanea seguinii: a predictive analysis using optimized MaxEnt models. 气候变化对柑桔天牛及其寄主板栗(Castanea mollissima)和板栗(Castanea seguinii)分布的影响
Pub Date : 2025-01-20 DOI: 10.1093/jee/toae308
Liang Zhang, Ping Wang, Guanglin Xie, Wenkai Wang

The Anoplophora chinensis (Coleoptera: Cerambycidae) (Forster), a serious phytophagous pest threatening Castanea mollissima Blume and Castanea seguinii Dode, poses risks of ecological imbalance, significant economic loss, and increased management difficulties if not properly controlled. This study employs optimized MaxEnt models to analyze the potential distribution areas of A. chinensis and its host plants under current and future climate conditions, identifying their movement pathways and relative dynamics. Results indicate that all models achieved an average AUC value exceeding 0.86, demonstrating low complexity and high predictive accuracy. The key climatic variables influencing the geographic distribution of A. chinensis and its host plants include temperature and moisture-related bioclimatic variables such as mean diurnal range, minimum temp of coldest month, mean temp of wettest quarter, annual precipitation, precipitation of driest month, and precipitation seasonality. Under both current and future conditions, these 3 species are primarily distributed in the southwestern regions of China. Notably, the suitable growth area for all 3 species shows varying degrees of increase. Additionally, C. mollissima and C. seguinii exhibit a trend of eastward displacement in response to climate change. Overall, the findings provide significant practical value for the monitoring, early warning, and targeted control strategies for A. chinensis. Furthermore, these results offer a basis for timely conservation strategies to mitigate the potential impacts of climate change.

中国天牛(Anoplophora chinensis,鞘翅目:天牛科)是一种严重的植物食性害虫,威胁着板栗(Castanea mollissima blme)和板栗(Castanea seguinii Dode)的生态平衡,造成重大经济损失,如果控制不当,将增加管理难度。本研究采用优化的MaxEnt模型,分析了当前和未来气候条件下中国冬青及其寄主植物的潜在分布区域,确定了它们的运动路径和相对动态。结果表明,所有模型的平均AUC值均超过0.86,具有较低的复杂性和较高的预测精度。影响柽柳及其寄主植物地理分布的主要气候变量包括平均日差、最冷月最低气温、最湿季平均气温、年降水量、最干月降水量和降水季节性等与温度和湿度相关的生物气候变量。在目前和未来的条件下,这3种主要分布在中国西南地区。值得注意的是,3种植物的适宜生长面积均有不同程度的增加。此外,在气候变化的影响下,毛蚶和金针菇呈向东迁移的趋势。综上所述,本研究结果对中华按蚊的监测、预警和有针对性的防治策略具有重要的实用价值。此外,这些结果为及时采取保护策略以减轻气候变化的潜在影响提供了基础。
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引用次数: 0
Responses of biological characteristics and detoxification enzymes in the fall armyworm to methoxyfenozide stress. 秋粘虫生物学特性及解毒酶对甲氧虫酰肼胁迫的响应。
Pub Date : 2025-01-20 DOI: 10.1093/jee/toaf003
Shuqi Yang, Yue Yuan, Xiongwei Zhang, Yaqin Zou, Pan Yao, Danni Ye, Liutong Ye, Xiaolei Zhang, Junkai Li

Methoxyfenozide is an insecticide with a unique mode of action on the insect ecdysone receptor and has been registered for the control of insect pests all over the world. In the present work, Spodoptera frugiperda was exposed to sublethal and lethal concentrations of methoxyfenozide to determine its impact on specific biological traits, metabolic enzyme activity, and the expression of detoxification enzymes. The result showed that 72-h posttreatment with LC50 and LC70 of methoxyfenozide significantly reduced the fecundity (eggs/female) of the F0 generation compared to those of the control group. However, the duration of the prepupal period was significantly increased. The exposure to LC10, LC30, LC50, and LC70 concentrations of methoxyfenozide significantly extended the developmental duration of larvae in F1 individuals. The fecundity of the F1 generation was significantly decreased, and the population life table parameters of F1 were also significantly affected. The activity of carboxylesterases showed little significant change, whereas the activity of glutathione S-transferases (GSTs) and cytochrome P450 monooxygenases (P450s) was significantly altered after exposure to LC10, LC30, LC50, and LC70 of methoxyfenozide. In total, 24-, 48-, and 96-h posttreatment with LC10, LC30, LC50, and LC70 of methoxyfenozide could cause upregulation of P450 genes such as CYP6AE44, CYP6B39, CYP9A26, CYP9A58, CYP9A59, and CYP9A60, as well as GST genes including GSTe3, GSTe9, GSTe10, GSTe15, GSTo2, GSTs1, GSTs5, GSTm2, and GSTm3. These findings could be instrumental in elucidating the molecular mechanisms underlying the sublethal and lethal effects of methoxyfenozide to S. frugiperda.

甲氧虫酰肼是一种对昆虫蜕皮激素受体具有独特作用方式的杀虫剂,已在世界各国登记用于害虫防治。本研究以亚致死浓度和致死浓度的甲氧虫酰肼对夜蛾特定生物学性状、代谢酶活性和解毒酶表达的影响为研究对象。结果表明,与对照组相比,甲氧虫腈LC50和LC70处理后72 h, F0代产卵量(卵/雌)显著降低。然而,蛹前期的持续时间明显增加。暴露于LC10、LC30、LC50和LC70浓度的甲氧虫酰肼显著延长了F1幼虫的发育时间。F1代的繁殖力显著下降,种群生命表参数也受到显著影响。羧酸酯酶活性变化不大,而谷胱甘肽s转移酶(GSTs)和细胞色素P450单加氧酶(P450)活性在LC10、LC30、LC50和LC70处理下均有显著变化。综上所述,甲氧基酰虫胺LC10、LC30、LC50、LC70处理后24、48、96 h可引起CYP6AE44、CYP6B39、CYP9A26、CYP9A58、CYP9A59、CYP9A60等P450基因和GSTe3、GSTe9、GSTe10、GSTe15、GSTo2、GSTs1、GSTs5、GSTm2、GSTm3等GST基因上调。这些发现可能有助于阐明甲氧虫酰肼对frugiperda亚致死和致死作用的分子机制。
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引用次数: 0
Life table analyses and feeding behaviors of cannabis aphid, cotton aphid, and green peach aphid (Hemiptera: Aphididae) on industrial hemp. 大麻蚜、棉蚜和青桃蚜(半翅目:蚜科)对工业大麻的采食行为及生命表分析。
Pub Date : 2025-01-18 DOI: 10.1093/jee/toaf004
Alex E Leede, Jeffrey A Davis

Industrial hemp, Cannabis sativa L., is an herbaceous annual plant that has recently re-entered crop production both in the field and in greenhouses within the United States. Like many agronomic crops, hemp production faces several insect pest challenges. Aphids pose a unique threat to hemp, being found in both indoor and outdoor production. Aphids affect hemp by reducing plant growth, bud production, concentrations of cannabinoids, and removing photosynthate. Additionally, aphids are vectors of plant viruses, and several species are known to transmit viruses to hemp. Limited research exists regarding the host suitability of hemp for common aphid pests in Louisiana. Thus, experiments were conducted to determine the life table statistics and feeding behaviors of Myzus persicae, Aphis gossypii, and Phorodon cannabis to determine the potential pest population dynamics of these pests on hemp. Hemp cv. Maverick was not a good host for either A. gossypii or M. persicae, resulting in negative intrinsic rates of increase and no sustained colonization. Although individuals of M. persicae and P. cannabis initiated probes at comparable rates, M. persicae probe durations were significantly shorter and probes were more frequent, indicating an absence of positive responses to probing hemp. A significant difference was observed in the percentage of individuals of A. gossypii initiating probes, and probe duration was significantly shorter than P. cannabis and significantly longer than M. persicae. Both A. gossypii and M. persicae spent significantly less time probing in phloem when compared with P. cannabis. These electrical penetration graph results indicate that A. gossypii and M. persicae do not find C. sativa cv. Maverick a suitable host; however, both species of aphids may still pose a threat to C. sativa production as virus vectors.

工业大麻(Cannabis sativa L.)是一种一年生草本植物,最近在美国的田间和温室中重新进入作物生产。像许多农作物一样,大麻的生产也面临着一些虫害的挑战。蚜虫对大麻构成了独特的威胁,在室内和室外生产中都有发现。蚜虫通过减少植物生长、芽生产、大麻素浓度和去除光合作用来影响大麻。此外,蚜虫是植物病毒的载体,已知有几种蚜虫会将病毒传播给大麻。关于大麻对路易斯安那州常见蚜虫寄主适宜性的研究有限。为此,通过对桃蚜、棉蚜和大麻蚜的生命表统计和取食行为的研究,确定了这些害虫对大麻的潜在种群动态。麻简历。Maverick对棉蚜和桃蚜都不是一个好的寄主,导致内生增长率为负,无法持续定殖。虽然桃蚜和大麻蚜的探测率相当,但桃蚜的探测持续时间明显更短,探测频率更高,表明桃蚜对大麻的探测没有积极的反应。棉蚜发起探针的个体百分比差异显著,探针持续时间显著短于大麻,显著长于桃。棉蚜和桃蚜在韧皮部的探测时间明显少于大麻。这些电侵图结果表明,棉蚜和桃蚜没有发现红花。特立独行,合适的主持人;然而,这两种蚜虫作为病毒载体仍可能对苜蓿的生产构成威胁。
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引用次数: 0
Larval development and parasitism of emerald ash borer (Agrilus planipennis) in Oregon ash (Fraxinus latifolia) and European olive (Olea europaea): implications for the West Coast invasion. 绿灰螟(Agrilus planipennis)在俄勒冈灰树(Fraxinus latifolia)和欧洲橄榄(Olea europaea)中的幼虫发育和寄生:对西海岸入侵的影响。
Pub Date : 2025-01-18 DOI: 10.1093/jee/toaf008
Heather L Callahan, Jian J Duan, Max L Ragozzino, Douglas W Tallamy

The invasive emerald ash borer (Agrilus planipennis Fairmaire) (EAB) has been devastating North American ash (Fraxinus spp.) resources for over 2 decades. In its native range, EAB attacks and kills primarily stressed ash trees. In North America, however, EAB also attacks healthy trees of every Fraxinus species encountered, most recently Oregon ash (Fraxinus latifolia Benth.). Successful EAB development has also been reported in European olive (Olea europaea L.). The recent detection of EAB in Oregon puts the future of these 2 hosts into question, as little is known about EAB's development in these species or how introduced biocontrol agents will respond. We conducted laboratory and field infestations of olive and ash in Delaware and Oregon to assess EAB development and associated parasitoid responses. We found no difference in the net population growth rate of EAB developing in Oregon ash versus green ash. However, these species supported significantly more population growth than olive, in which EAB net population growth rate was zero, with most larvae dying prematurely. Artificially infested olives were small, which may have negatively impacted phloem availability and larval survival. Future studies should be conducted investigating EAB development on larger olive material. Although no parasitism was observed in infested olive, as EAB larvae seldom reached life stages (third or fourth instars) susceptible to larval parasitism, late-instar larvae developing in Oregon ash were attacked by both Tetrastichus planipennisi Yang and Spathius galinae Belokobylskij and Strazanac, suggesting that biocontrol is a suitable option for this newly invaded region.

入侵的绿灰螟(Agrilus planipennis Fairmaire) (EAB)已经破坏了北美的灰(Fraxinus spp.)资源超过20年。在其原生范围内,EAB主要攻击和杀死有压力的白蜡树。然而,在北美,EAB也攻击每一种黄曲霉属的健康树木,最近的一次是俄勒冈白蜡树(黄曲霉属)。在欧洲橄榄(Olea europaea L.)中也有成功的EAB开发的报道。最近在俄勒冈州检测到的EAB使这两种宿主的未来成为问题,因为人们对EAB在这些物种中的发展知之甚少,也不知道引入的生物防治剂将如何应对。我们在特拉华州和俄勒冈州对橄榄和白蜡树进行了实验室和田间侵染,以评估EAB的发展和相关的寄生蜂反应。我们发现俄勒冈灰与绿灰中EAB的净种群增长率没有差异。然而,这些物种的种群增长明显高于橄榄,橄榄中EAB的净种群增长率为零,并且大多数幼虫过早死亡。人工侵染的橄榄体积较小,这可能对韧皮部有效性和幼虫存活率产生负面影响。未来的研究应进一步探讨EAB在更大的橄榄材料上的发展。虽然在被侵染的橄榄中未观察到寄生现象,但由于EAB幼虫很少达到对幼虫寄生敏感的生命阶段(3或4龄),在俄勒冈灰中发育的晚期幼虫受到了planipennisi Yang和Spathius galinae Belokobylskij和Strazanac的攻击,表明生物防治是这一新入侵地区的合适选择。
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引用次数: 0
Comparing simulated aerial and chemigation insecticide applications to manage western bean cutworm (Lepidoptera: Noctuidae) in corn. 比较模拟空中施用和化学施用对玉米中西豆蛾(鳞翅目:夜蛾科)的控制。
Pub Date : 2025-01-13 DOI: 10.1093/jee/toae306
Andrea Rilaković, Alisson da Silva Santana, Miloš Zarić, Vamsi Manthena, Jeffrey A Golus, Greg R Kruger, Ana M Vélez, Julie A Peterson

The efficacy of aerial application and chemigation of insecticides is not well explored for western bean cutworm, Striacosta albicosta (Smith), management in corn. In the short term, inadequate application of insecticides can lead to control failures when insect pests are not effectively targeted. In the longer term, exposure to sublethal insecticide concentrations can contribute to the evolution of insecticide resistance. The goal of this study was to compare aerial application and chemigation under simulated conditions to determine the most effective insecticide application method for managing S. albicosta. Three larval stages were exposed to the highest and lowest label rates of commercial formulations of bifenthrin (36.8 and 112.1 g a.i. ha-1) and chlorantraniliprole (52.7 and 75.1 g a.i. ha-1). Experiments were conducted in spray chambers, utilizing a carrier volume of 18.7 L ha-1 for aerial application and 1.57 cm ha-1 for chemigation. Mortality was recorded at 16, 24, and 41 h after infestation. The simulated aerial application was more effective than simulated chemigation in controlling S. albicosta, resulting in 100% mortality 24 h after infestation. Within the chemigation applications, chlorantraniliprole treatments were effective at both rates for all instars, while the high rate of bifenthrin exhibited greater efficacy than the lower rate. In conclusion, it was evidenced that the same insecticide active ingredients do not yield equivalent efficacy when applied via aerial application compared to chemigation. The present study highlights the importance of selecting appropriate insecticide application methods in controlling S. albicosta larvae.

空中施用和化学药剂对玉米白纹虫的防治效果还没有很好的探讨。在短期内,杀虫剂的使用不当可能导致控制失败,当害虫不能有效地针对。从长期来看,暴露于亚致死浓度的杀虫剂可促进杀虫剂抗药性的演变。本研究的目的是在模拟条件下比较空中施用和化学施用,以确定最有效的施用方法来管理白曲曲菌。3个幼虫期暴露于联苯菊酯(36.8和112.1 g a.i. ha-1)和氯虫腈(52.7和75.1 g a.i. ha-1)商业配方的最高和最低标记率。试验在喷雾室中进行,空中施用时载体体积为18.7 L ha-1,化学施用时载体体积为1.57 cm ha-1。分别于侵染后16、24、41 h记录死亡率。模拟空中施药对白曲曲菌的防治效果优于模拟化学施药,24 h死亡率为100%。在施用化学药剂时,氯虫腈对所有龄期均有效,而高剂量的联苯菊酯比低剂量的联苯菊酯效果更好。综上所述,相同的杀虫剂有效成分,通过空中施用与化学施用的效果并不相同。本研究强调了选择合适的施药方法对控制白曲曲菌幼虫的重要性。
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引用次数: 0
Potential global distributions of an important aphid pest, Rhopalosiphum padi: insights from ensemble models with multiple variables. 一种重要蚜虫的潜在全球分布:来自多变量集成模型的见解。
Pub Date : 2025-01-13 DOI: 10.1093/jee/toae237
Mingsheng Yang, Jiayi Yu, Yongli Wang, Youssef Dewer, Yiqi Huo, Zhengbing Wang, Hongfei Zhang, Xinliang Shao, Feilong Ma, Xinxin Shangguan, Kedong Xu, Suqin Shang, Keshi Ma

Species distribution modeling is extensively used for predicting potential distributions of invasive species. However, an ensemble modeling approach has been less frequently used particularly pest species. The bird cherry-oat aphid Rhopalosiphum padi L. is an important pest of wheat (Triticum aestivum L.) worldwide and causes 30% yield losses. Here, we developed a series of ensemble models with multiple variables to predict the habitat suitability of this pest at a global scale. The current suitable habitat for R. padi is mainly distributed in East Asia, South Asia, Europe, southern North America, southern South America, eastern Australia, and New Zealand. The highly suitable regions are primarily distributed in east of China, Japan, most of North America, southeastern South America, most of Europe, and southeastern edge of Australia. In future scenarios, the suitable habitats will undergo a significant contraction overall northward, and no moderately nor highly suitable habitats are predicted for this pest in other areas. Our findings indicate that a high risk of R. padi outbreaks currently exists for the highly suitable regions mentioned above, especially with wheat cultivation, but the capacity of R. padi to cause such outbreaks will weaken in the future. Climate-associated factors are significantly more important than land use, elevation and host-plant factors, and the BIO11 (mean temperature of the coldest quarter), in particular, predominated in shaping projections of R. padi's distribution. The predicted distribution pattern and key ecological factors affecting this pattern identified herein could provide important guidance for developing management policies targeting this economically important pest.

物种分布模型被广泛用于预测入侵物种的潜在分布。然而,集成建模方法已较少使用,特别是害虫物种。樱蚜(Rhopalosiphum padi L.)是世界范围内小麦(Triticum aestivum L.)的重要害虫,造成30%的产量损失。在此,我们开发了一系列多变量集合模型来预测该害虫在全球范围内的栖息地适宜性。目前的适宜生境主要分布在东亚、南亚、欧洲、北美南部、南美南部、澳大利亚东部和新西兰。高度适宜的地区主要分布在中国东部、日本、北美大部分地区、南美东南部、欧洲大部分地区和澳大利亚东南部边缘。在未来的情景中,适合这种害虫的栖息地将在整个北部经历显著的收缩,并且预计在其他地区没有中等或高度适合这种害虫的栖息地。我们的研究结果表明,在上述高度适宜的地区,尤其是小麦种植区,目前存在着稻瘟病暴发的高风险,但未来稻瘟病暴发的能力将会减弱。气候相关因子比土地利用、海拔和寄主植物因子更重要,尤其是BIO11(最冷季平均温度)在影响白花蒿分布的预测中占主导地位。本文确定的预测分布格局和影响分布格局的关键生态因子对制定防治政策具有重要的指导意义。
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引用次数: 0
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Journal of economic entomology
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