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Parental heat stress has transgenerational physiological- but not ecological-progeny fitness advantage in the larger grain borer 亲本热胁迫对大螟虫的后代适应性具有跨代生理优势,而非生态优势
IF 2.7 2区 农林科学 Q1 ENTOMOLOGY Pub Date : 2026-01-31 DOI: 10.1016/j.jspr.2026.102964
Shaw Mlambo , Honest Machekano , Brighton M. Mvumi , Casper Nyamukondiwa
Climate change forecasts predict that global temperature and variability will continue rising owing to anthropogenic activities. This poses significant stress on ectotherms, whose bodily function depends on ambient temperatures. The ability of species to adapt within and/or across generations through phenotypic plasticity is thus a critical ecological topic. We investigated transgenerational thermal plasticity of the larger grain borer, Prostephanus truncatus, a devastating postharvest maize pest. Specifically, we tested the effects of parental exposure to sublethal heat stress (35 and 38 °C for 2 h; 80 % RH) on progeny thermal— and ecological—performance. Following acclimation, the colonies were separately maintained on shelled maize at optimum conditions of 32 °C at 65 ± 10 % RH. After 21 d, adult beetles were removed and the emerging progeny respectively labelled as F1 treatments (F1_35 °C and F1_38 °C). Subcultures from these 2 × F1 treatments were sampled in the same manner to obtain F2 (F2_35 °C and F2_38 °C) and subsequently F3 (F3_35 °C and F3_38 °C) generations which were then evaluated against parental (control) cultures maintained at optimal conditions 32 °C (P_32 °C). Our results showed that parental heat acclimation: (i) had transgenerational physiological— but not ecological-progeny fitness advantage; (ii) decreased critical thermal limit ranges; (iii) had cross-protection improvement in cold tolerance; and (iv) had transgenerational physiological responses that may last generations. Transgenerational plastic responses may help in understanding how species and ecosystems adapt to environmental temperature changes. This is the first report documenting transgenerational heat tolerance plasticity in P. truncatus.
气候变化预测预测,由于人类活动,全球温度和变率将继续上升。这给变温动物带来了巨大的压力,它们的身体机能取决于环境温度。因此,物种通过表型可塑性在代内和/或跨代适应的能力是一个重要的生态学话题。我们研究了一种破坏性的玉米采后害虫——大粒螟虫的跨代热可塑性。具体来说,我们测试了亲代暴露于亚致死热应激(35和38°C, 2小时;80% RH)对后代热性能和生态性能的影响。驯化后,在32°C、65±10% RH的最佳条件下,将菌落分别维持在去壳玉米上。21 d后,去除成虫,出虫分别标记为F1处理(F1_35°C和F1_38°C)。从这些2 × F1处理中取样,以相同的方式获得F2 (F2_35°C和F2_38°C)和随后的F3 (F3_35°C和F3_38°C)代,然后将其与保持在最佳条件32°C (P_32°C)的亲本(对照)培养物进行比较。结果表明:亲本热驯化具有跨代生理适应度优势,但不具有生态适应度优势;(ii)临界热极限范围减小;(3)耐寒性有交叉保护改善;(iv)具有可能持续几代人的跨代生理反应。跨代塑料反应可能有助于了解物种和生态系统如何适应环境温度变化。这是第一次报道树干的跨代耐热可塑性。
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引用次数: 0
Cowpea postharvest losses under smallholder farmer management in Benin: Extent, causes and opportunities 贝宁小农管理下的豇豆收获后损失:程度、原因和机遇
IF 2.7 2区 农林科学 Q1 ENTOMOLOGY Pub Date : 2026-01-31 DOI: 10.1016/j.jspr.2025.102933
Paul Ayihadji Ferdinand Houssou , Abel Bodéhoussè Hotegni , Valère Dansou , Hugue Zannou , Tanya Stathers
Cowpea is a vital source of dietary protein for millions of people across sub-Saharan Africa. The crop is typically grown by smallholder farmers for household consumption and to generate income through sales. However, postharvest losses are perceived to be high affecting both the quantity and quality of cowpea available. To design targeted loss reduction activities, understanding is needed of the extent, causes and activity stages during which losses occur. The cowpea postharvest systems of 120 farming households across four agro-ecological zones of Benin were explored across two years through interviews. Additionally, directly measured loss assessments at each activity stage from harvest to store loading and during a 6-month storage period were done with a subset of these households. Postharvest activities were mainly done manually. Storage practices included storing untreated grains in woven polypropylene (PP) bags or plastic or metal drums, or treatment of cowpea grains with synthetic chemical pesticide dust, a fumigant or dried chilli and storage in PP bags. Measurement found the cumulative mean quantity losses from harvesting through six months of storage were 19.03–21.96 % with the highest proportion of these losses occurring during harvesting (3.34–3.89 %), drying of pods (1.96–2.05 %), threshing (3.22–3.71 %), and storage (10.14–12.01 %). Loss levels were similar between years. Loss causes included rainfall during harvesting and/or drying, poor threshing methods, labour shortages, storage insect pest attack and rotting. An opportunity clearly exists for targeted multi-stakeholder participatory action research to co-develop affordable and acceptable ways of reducing these significant losses of such nutritionally and economically important grain legumes.
豇豆是撒哈拉以南非洲数百万人的重要膳食蛋白质来源。这种作物通常由小农种植,供家庭消费,并通过销售产生收入。然而,采后损失被认为对可用豇豆的数量和质量都有很大影响。为了设计有针对性的减少损失活动,需要了解损失发生的程度、原因和活动阶段。通过访谈,对贝宁四个农业生态区120户农户的豇豆收获后系统进行了为期两年的探索。此外,在从收获到储存装载的每个活动阶段以及6个月的储存期间,对这些家庭的一个子集进行了直接测量的损失评估。采后活动主要是手工完成的。储存方法包括将未经处理的谷物储存在编织聚丙烯(PP)袋或塑料或金属桶中,或用合成化学农药粉尘、熏蒸剂或干辣椒处理豇豆谷物并储存在PP袋中。测定结果表明,采后6个月贮藏期间的累积平均数量损失率为19.03 ~ 21.96%,其中采后(3.34 ~ 3.89%)、豆荚干燥(1.96 ~ 2.05%)、脱粒(3.22 ~ 3.71%)和贮藏(10.14 ~ 12.01%)的损失率最高。年之间的损失水平相似。损失原因包括收获和/或干燥期间的降雨、脱粒方法不佳、劳动力短缺、储存虫害和腐烂。有针对性的多方利益相关者参与行动研究显然有机会共同开发负担得起和可接受的方法,以减少这种具有重要营养和经济价值的豆类粮食的重大损失。
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引用次数: 0
Impact of extreme temperatures on Ectomyelois ceratoniae (Zeller, 1839) (Lepidoptera: Pyralidae) and their potential for pest management in food storage 极端温度对蠓(ectomyelis ceratoniae, Zeller, 1839)(鳞翅目:蠓科)的影响及其在食品储存害虫管理中的潜力
IF 2.7 2区 农林科学 Q1 ENTOMOLOGY Pub Date : 2026-01-30 DOI: 10.1016/j.jspr.2026.102965
Davide Scaccini, Enrico Ceccato, Jessica Canella, Jacopo Fontana, Alberto Pozzebon
In food storage, pest disinfestation can be achieved by applying high or low temperatures that modify the environment beyond pest-critical thresholds. The carob moth, Ectomyelois ceratoniae (Zeller) (Lepidoptera: Pyralidae) is a thermophilic species that can develop on fruits of several host plants, making damage in both field and post-harvest conditions. Identifying thermal survival thresholds can aid in developing post-harvest control strategies for this pest. This study examined lethal and sublethal effects of extreme temperatures on E. ceratoniae larvae through laboratory dose–response experiments. Following an exposure of 2 h, complete mortality of mature larvae was achieved at 47.9 °C or higher, or at −12.9 °C or lower. The temperature causing 50 % larval mortality was about 45 °C under heat exposure, and between −7.3 °C and −8.7 °C under cold exposure, depending on the assessment time. Larvae with lower body mass and scaled mass index exhibited higher mortality rates compared to those with higher scores. Treated larvae that survived heat or cold exposure showed temperature-dependent body mass changes, increasing under moderate conditions and decreasing at extreme temperatures. Temperature had no significant delayed sublethal effects on pupal duration or adult lifespan in larvae surviving extreme exposures. A higher delayed pre-adult mortality occurred in insects exposed to −10.0 °C, −7.5 °C, and 45.0 °C compared to those subjected to milder temperature regimes. This study highlights the lethal and delayed sublethal effects of extreme temperatures on mature E. ceratoniae larvae, highlighting their relevance for improving pest management in food storage.
在粮食储存中,可以通过施用高温或低温来实现害虫的消灭,使环境变化超过害虫临界阈值。角豆蛾,Ectomyelois ceratoniae (Zeller)(鳞翅目:角豆蛾科)是一种嗜热的物种,可以在几种寄主植物的果实上发育,在田间和收获后条件下都造成损害。确定热存活阈值有助于制定这种害虫的收获后控制策略。本研究通过室内剂量反应实验,考察了极端温度对角蠓幼虫的致死和亚致死效应。暴露2小时后,成熟幼虫在47.9°C或更高或- 12.9°C或更低的温度下完全死亡。造成50%幼虫死亡率的温度在热暴露条件下为45°C左右,在冷暴露条件下为- 7.3°C至- 8.7°C之间,具体取决于评估时间。与体重指数较高的幼虫相比,体重指数较低的幼虫死亡率较高。在高温或低温环境下存活的处理过的幼虫表现出温度依赖的体重变化,在中等条件下增加,在极端温度下减少。温度对在极端暴露条件下存活的幼虫的蛹期或成虫寿命没有显著的延迟亚致死效应。暴露于- 10.0°C、- 7.5°C和45.0°C环境的昆虫与暴露于较温和温度环境的昆虫相比,延迟成虫前死亡率更高。本研究强调了极端温度对成年角蠓幼虫的致死和延迟亚致死效应,强调了它们与改善食物储存中害虫管理的相关性。
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引用次数: 0
Functional analysis of chitinase genes in Lasioderma serricorne reveals their roles in molting and larval-pupal metamorphosis 几丁质酶基因的功能分析揭示了几丁质酶基因在蜕皮和幼虫-蛹变态中的作用
IF 2.7 2区 农林科学 Q1 ENTOMOLOGY Pub Date : 2026-01-30 DOI: 10.1016/j.jspr.2026.102967
De-Qian Liu , Jia-Yu Zhang , Kang-Kang Xu , Can Li , Fang-Hao Wan , Guy Smagghe , Wen-Jia Yang
The cigarette beetle Lasioderma serricorne is a major storage pest that infests a wide range of commodities, causing significant economic losses. Chitinases (Chts), enzymes responsible for chitin degradation in insect exoskeletons, represent promising molecular targets for RNA interference (RNAi)-based pest control. In this study, nine Cht/Cht-like genes were cloned and characterized from L. serricorne: LsCht1, LsCht3, LsCht5, LsCht6, LsCht7, LsCht8, LsCht10, LsCht11, and LsIDGF. Each encoded protein contained a conserved glycoside hydrolase family 18 (GH18) catalytic domain, and five also possessed chitin-binding domains (CBDs). Phylogenetic analysis classified these genes into 10 established insect Cht groups, demonstrating both evolutionary conservation and lineage-specific diversification. Developmental expression profiling revealed stage-specific peaks for all LsCht genes, except LsCht8, which was predominantly expressed in larval stages, highlighting their roles in molting and metamorphosis. Tissue-specific analysis indicated that these genes were mainly expressed in the brain, gut, epidermis, and Malpighian tubules, suggesting diverse physiological functions. RNAi-mediated silencing of LsCht5, LsCht7, and LsCht10 caused severe molting defects, including epidermal crumpling, melanization, and high larval mortality. Histological (H&E) staining showed that suppression of these genes disrupted epidermal separation and new cuticle formation. Moreover, knockdown of LsCht5, LsCht7, and LsCht10 significantly reduced total chitinase activity and downregulated multiple genes involved in chitin synthesis and degradation. Collectively, these results demonstrate that LsCht5, LsCht7, and LsCht10 are critical regulators of chitin metabolism and larval–pupal metamorphosis in L. serricorne. This study provides the first comprehensive characterization of the Cht gene family in this pest and identifies key molecular targets for the development of precise RNAi-based biocontrol strategies.
卷烟甲虫(Lasioderma serricorne)是一种主要的仓储害虫,危害广泛,造成重大的经济损失。几丁质酶(Chts)是昆虫外骨骼中负责几丁质降解的酶,是基于RNA干扰(RNAi)的害虫防治的有前途的分子靶点。本研究共克隆了9个Cht/Cht样基因,分别为LsCht1、LsCht3、LsCht5、LsCht6、LsCht7、LsCht8、LsCht10、LsCht11和LsIDGF。每个编码蛋白都含有一个保守的糖苷水解酶家族18 (GH18)催化结构域,其中5个还具有几丁质结合结构域(CBDs)。系统发育分析将这些基因划分为10个已建立的昆虫Cht群,证明了进化保守性和谱系特异性多样化。发育表达谱显示,除LsCht8基因主要在幼虫期表达外,所有LsCht基因都有阶段特异性高峰,突出了它们在蜕皮和变态中的作用。组织特异性分析表明,这些基因主要在脑、肠、表皮和马尔比氏小管中表达,表明其具有多种生理功能。rnai介导的LsCht5、LsCht7和LsCht10的沉默导致严重的蜕皮缺陷,包括表皮皱缩、黑化和高幼虫死亡率。组织学(H&;E)染色显示,这些基因的抑制破坏了表皮分离和新角质层的形成。此外,LsCht5、LsCht7和LsCht10基因的敲低显著降低了总几丁质酶活性,下调了参与几丁质合成和降解的多个基因。综上所述,LsCht5、LsCht7和LsCht10是蚕几丁质代谢和幼虫-蛹变态的关键调控因子。该研究首次全面表征了该害虫的Cht基因家族,并确定了基于rnai的精确生物防治策略的关键分子靶点。
{"title":"Functional analysis of chitinase genes in Lasioderma serricorne reveals their roles in molting and larval-pupal metamorphosis","authors":"De-Qian Liu ,&nbsp;Jia-Yu Zhang ,&nbsp;Kang-Kang Xu ,&nbsp;Can Li ,&nbsp;Fang-Hao Wan ,&nbsp;Guy Smagghe ,&nbsp;Wen-Jia Yang","doi":"10.1016/j.jspr.2026.102967","DOIUrl":"10.1016/j.jspr.2026.102967","url":null,"abstract":"<div><div>The cigarette beetle <em>Lasioderma serricorne</em> is a major storage pest that infests a wide range of commodities, causing significant economic losses. Chitinases (Chts), enzymes responsible for chitin degradation in insect exoskeletons, represent promising molecular targets for RNA interference (RNAi)-based pest control. In this study, nine <em>Cht/Cht-like</em> genes were cloned and characterized from <em>L. serricorne</em>: <em>LsCht1, LsCht3, LsCht5, LsCht6, LsCht7, LsCht8, LsCht10, LsCht11,</em> and <em>LsIDGF</em>. Each encoded protein contained a conserved glycoside hydrolase family 18 (GH18) catalytic domain, and five also possessed chitin-binding domains (CBDs). Phylogenetic analysis classified these genes into 10 established insect Cht groups, demonstrating both evolutionary conservation and lineage-specific diversification. Developmental expression profiling revealed stage-specific peaks for all <em>LsCht</em> genes, except <em>LsCht8</em>, which was predominantly expressed in larval stages, highlighting their roles in molting and metamorphosis. Tissue-specific analysis indicated that these genes were mainly expressed in the brain, gut, epidermis, and Malpighian tubules, suggesting diverse physiological functions. RNAi-mediated silencing of <em>LsCht5, LsCht7,</em> and <em>LsCht10</em> caused severe molting defects, including epidermal crumpling, melanization, and high larval mortality. Histological (H&amp;E) staining showed that suppression of these genes disrupted epidermal separation and new cuticle formation. Moreover, knockdown of <em>LsCht5, LsCht7,</em> and <em>LsCht10</em> significantly reduced total chitinase activity and downregulated multiple genes involved in chitin synthesis and degradation. Collectively, these results demonstrate that <em>LsCht5, LsCht7,</em> and <em>LsCht10</em> are critical regulators of chitin metabolism and larval–pupal metamorphosis in <em>L. serricorne</em>. This study provides the first comprehensive characterization of the <em>Cht</em> gene family in this pest and identifies key molecular targets for the development of precise RNAi-based biocontrol strategies.</div></div>","PeriodicalId":17019,"journal":{"name":"Journal of Stored Products Research","volume":"116 ","pages":"Article 102967"},"PeriodicalIF":2.7,"publicationDate":"2026-01-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146077092","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Molecular docking and interaction of natural aroma compounds on acetylcholinesterases: Insights of in-silico perspective on stored grain insect pests 天然芳香化合物与乙酰胆碱酯酶的分子对接与相互作用:储粮害虫的计算机化研究
IF 2.7 2区 农林科学 Q1 ENTOMOLOGY Pub Date : 2026-01-30 DOI: 10.1016/j.jspr.2026.102975
D.G. Mokshith , D. Archana , Y. Rajashekar , C.S. Vivek Babu
Current mitigation approaches for stored grain insect pests involve the use of synthetic pesticides and fumigants. These control measures although effective, frequently lead to ecological contaminations and growing resistance among insect pest populations. There is also a need for developing targeted pesticides, necessary for minimizing cross species contamination. In this context, the current study investigates acetylcholinesterase (AChE), a key enzyme in insect neurotransmission, as a target to examine phytochemical-based compounds (from Mentha and Ocimum species) that do not target human AChE system. Through multiple sequence alignment of test organisms' AChE FASTA sequences, the study identified conserved catalytic triads (serine, histidine and glutamic acid) and insect specific peripheral entrance site residues such as Leucine (in Sitophilus oryzae, Tribolium castaneum, Oryzaephillus surinamensis, Callosobruchus maculatus) and Cysteine (in Rhyzopertha dominica, Lasioderma serricorne, Stegobium paniceum) within AChE active gorge. This distinction at entrance site residues was further supported by phylogenetic analysis, indicating a potential for selective intervention. To validate this prospect, molecular docking was performed to assess the interaction of selected phytochemical compounds with identified entrance and catalytic site residues of pests’ AChE enzymes. Although standard inhibitors (donepezil and physostigmine) showed higher docking scores ranging from −10 to −4.3 kcal/mol, plant derived compounds exhibited prominent compound-specific and insect-specific binding affinities. Menthol and p-allylanisole were ADMET profiled and identified as key compounds to reduce off target toxicity as they specifically targeted pest species AChE system. These computational insights highlight the potential of phytochemicals as sustainable alternatives for alleviating stored grains insect pests.
目前对储粮害虫的缓解方法涉及使用合成杀虫剂和熏蒸剂。这些控制措施虽然有效,但往往导致生态污染和害虫种群的抗性增强。还需要开发有针对性的杀虫剂,这对于减少跨物种污染是必要的。在这种背景下,目前的研究将乙酰胆碱酯酶(AChE)作为昆虫神经传递的关键酶,作为检测不靶向人类AChE系统的植物化学化合物(来自Mentha和Ocimum物种)的靶标。通过对受试生物的AChE FASTA序列进行多次序列比对,确定了AChE活性区中保守的催化三核苷酸(丝氨酸、组氨酸和谷氨酸)和昆虫特异性外周入口位点残基,如亮氨酸(在米象、castaneum、苏里南稻、Callosobruchus maculatus中)和半胱氨酸(在Rhyzopertha dominica、Lasioderma serricorne、Stegobium paniceum中)。系统发育分析进一步支持了入口位点残基的这种区别,表明可能存在选择性干预。为了验证这一前景,我们进行了分子对接,以评估选定的植物化合物与害虫乙酰氨基甲酸酯酶的入口和催化位点残基的相互作用。虽然标准抑制剂(donepezil和physostoming)显示出更高的对接分数,范围在−10至−4.3 kcal/mol之间,但植物衍生化合物表现出突出的化合物特异性和昆虫特异性结合亲和力。经ADMET分析,薄荷醇和对烯丙基苯醚是降低脱靶毒性的关键化合物,因为它们专门针对害虫的乙酰胆碱酯酶系统。这些计算的见解突出了植物化学物质作为减轻储粮害虫的可持续替代品的潜力。
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引用次数: 0
Assessing CO2-Modified atmosphere fumigation in a concrete maize silo for feasibility, gas distribution, and insect control efficacy 评估玉米混凝土筒仓中co2修饰气氛熏蒸的可行性、气体分布和昆虫防治效果
IF 2.7 2区 农林科学 Q1 ENTOMOLOGY Pub Date : 2026-01-30 DOI: 10.1016/j.jspr.2026.102963
Jie Lin , Yuanyi Luo , Shuanglin Wang , Xiaoping Yan , Kun Hu , Hongwei Xiao
Although CO2-modified atmosphere is a well-established, eco-friendly disinfestation technique for packaging and small storage units, its feasibility and operational dynamics in large-scale grain silos remain inadequately explored. This work evaluated the application of CO2 fumigation in a 10,000-ton concrete maize silo, focusing on the spatiotemporal distribution of CO2, sorption-induced pressure dynamics, and disinfestation efficacy. An automated system continuously monitored gas concentrations and silo pressure at multiple spatial locations, while laboratory-reared insects of four species were positioned throughout the silo to assess mortality. Results showed that intermittent downward in-bin circulation maintained an average CO2 concentration above 35% for 16 d. Meanwhile, a one-way intake valve effectively limited early negative pressure to below 370 Pa. Notable horizontal and vertical CO2 gradients were observed, with the headspace, especially near the roof area, failing to sustain effective concentrations. Bin-recirculation significantly improved gas uniformity and reduced stratification. All adult insects exhibited 100% mortality, and no significant change in maize moisture content was detected before and after the treatment. The total treatment cost was below 1 CNY per ton, lower than previously reported values for large-scale CO2 fumigation. In conclusion, intermittent downward circulation, coupled with appropriate pressure management, offers a feasible and cost-efficient CO2 fumigation process for large grain silos, providing practical engineering insights for optimizing circulation and pressure-control strategies.
虽然二氧化碳改性大气是一种成熟的、环保的包装和小型储存单元除害技术,但其在大型粮食筒仓中的可行性和操作动力学仍未得到充分探讨。本研究评估了CO2熏蒸在1万吨混凝土玉米筒仓中的应用,重点研究了CO2的时空分布、吸附引起的压力动态和除虫效果。一个自动化系统在多个空间位置连续监测气体浓度和筒仓压力,同时将实验室饲养的四种昆虫放置在整个筒仓中以评估死亡率。结果表明,间歇向下循环使平均CO2浓度在16 d内保持在35%以上。同时,单向进气阀有效地将早期负压限制在370 Pa以下。观测到显著的水平和垂直CO2梯度,顶空,特别是靠近顶板区域,无法维持有效浓度。桶式再循环显著改善了气体均匀性,减少了分层。处理前后玉米水分含量无显著变化,成虫死亡率均为100%。总处理成本低于每吨1元人民币,低于以前报道的大规模CO2熏蒸的价值。综上所述,间歇式向下循环,加上适当的压力管理,为大型粮食筒仓提供了一种可行且经济高效的CO2熏蒸工艺,为优化循环和压力控制策略提供了实用的工程见解。
{"title":"Assessing CO2-Modified atmosphere fumigation in a concrete maize silo for feasibility, gas distribution, and insect control efficacy","authors":"Jie Lin ,&nbsp;Yuanyi Luo ,&nbsp;Shuanglin Wang ,&nbsp;Xiaoping Yan ,&nbsp;Kun Hu ,&nbsp;Hongwei Xiao","doi":"10.1016/j.jspr.2026.102963","DOIUrl":"10.1016/j.jspr.2026.102963","url":null,"abstract":"<div><div>Although CO<sub>2</sub>-modified atmosphere is a well-established, eco-friendly disinfestation technique for packaging and small storage units, its feasibility and operational dynamics in large-scale grain silos remain inadequately explored. This work evaluated the application of CO<sub>2</sub> fumigation in a 10,000-ton concrete maize silo, focusing on the spatiotemporal distribution of CO<sub>2</sub>, sorption-induced pressure dynamics, and disinfestation efficacy. An automated system continuously monitored gas concentrations and silo pressure at multiple spatial locations, while laboratory-reared insects of four species were positioned throughout the silo to assess mortality. Results showed that intermittent downward in-bin circulation maintained an average CO<sub>2</sub> concentration above 35% for 16 d. Meanwhile, a one-way intake valve effectively limited early negative pressure to below 370 Pa. Notable horizontal and vertical CO<sub>2</sub> gradients were observed, with the headspace, especially near the roof area, failing to sustain effective concentrations. Bin-recirculation significantly improved gas uniformity and reduced stratification. All adult insects exhibited 100% mortality, and no significant change in maize moisture content was detected before and after the treatment. The total treatment cost was below 1 CNY per ton, lower than previously reported values for large-scale CO<sub>2</sub> fumigation. In conclusion, intermittent downward circulation, coupled with appropriate pressure management, offers a feasible and cost-efficient CO<sub>2</sub> fumigation process for large grain silos, providing practical engineering insights for optimizing circulation and pressure-control strategies.</div></div>","PeriodicalId":17019,"journal":{"name":"Journal of Stored Products Research","volume":"116 ","pages":"Article 102963"},"PeriodicalIF":2.7,"publicationDate":"2026-01-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146077673","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Smart sensor and artificial intelligence technologies for postharvest loss reduction and food safety in nutri-cereals 用于营养谷物采后损失减少和食品安全的智能传感器和人工智能技术
IF 2.7 2区 农林科学 Q1 ENTOMOLOGY Pub Date : 2026-01-28 DOI: 10.1016/j.jspr.2026.102962
Neelesh Yadav , Aman Sharma , Divyesh Suvedi , Sonali Khanal , Shivam Sharma , Rachna Verma , Dinesh Kumar , Lukas Peter , Avinash Sharma , Gholamreza Abdi
Millets, classified as climate-smart Nutri-cereals, are characterized by considerable postharvest losses at a time when the global production of these cereals has been gradually escalating. This review briefs smart sensor technologies ranging from physical, chemical, and optical to biosensors interfaced effectively with machine learning algorithms, DL algorithms for automatic assessment, identification of contamination, as well as predictive forecasts, respectively. Solutions based on operational issues of millet-scaled sensor calibration, along with reduced on-farm applicability of existing lab-based models, will be described. Additionally, a step-wise growth plan for a low-cost, handheld, farmer-friendly sensor will be discussed.
小米被列为气候智能型营养谷物,其特点是收获后损失相当大,而目前这些谷物的全球产量正在逐步增加。本文简要介绍了智能传感器技术,从物理、化学、光学到生物传感器,分别与机器学习算法、自动评估、污染识别和预测预测的深度学习算法有效地结合在一起。将描述基于小米级传感器校准的操作问题的解决方案,以及现有基于实验室的模型在农场上的适用性降低。此外,还将讨论低成本、手持式、农民友好型传感器的逐步发展计划。
{"title":"Smart sensor and artificial intelligence technologies for postharvest loss reduction and food safety in nutri-cereals","authors":"Neelesh Yadav ,&nbsp;Aman Sharma ,&nbsp;Divyesh Suvedi ,&nbsp;Sonali Khanal ,&nbsp;Shivam Sharma ,&nbsp;Rachna Verma ,&nbsp;Dinesh Kumar ,&nbsp;Lukas Peter ,&nbsp;Avinash Sharma ,&nbsp;Gholamreza Abdi","doi":"10.1016/j.jspr.2026.102962","DOIUrl":"10.1016/j.jspr.2026.102962","url":null,"abstract":"<div><div>Millets, classified as climate-smart Nutri-cereals, are characterized by considerable postharvest losses at a time when the global production of these cereals has been gradually escalating. This review briefs smart sensor technologies ranging from physical, chemical, and optical to biosensors interfaced effectively with machine learning algorithms, DL algorithms for automatic assessment, identification of contamination, as well as predictive forecasts, respectively. Solutions based on operational issues of millet-scaled sensor calibration, along with reduced on-farm applicability of existing lab-based models, will be described. Additionally, a step-wise growth plan for a low-cost, handheld, farmer-friendly sensor will be discussed.</div></div>","PeriodicalId":17019,"journal":{"name":"Journal of Stored Products Research","volume":"116 ","pages":"Article 102962"},"PeriodicalIF":2.7,"publicationDate":"2026-01-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146077091","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Protection of stored maize hybrids against Rhyzopertha dominica (F.) (Coleoptera: Bostrichidae) using enhanced diatomaceous earth 储藏玉米杂交种对灰曲霉的保护(鞘翅目:蝽科)利用强化硅藻土
IF 2.7 2区 农林科学 Q1 ENTOMOLOGY Pub Date : 2026-01-28 DOI: 10.1016/j.jspr.2026.102970
Anita Liška , Vlatka Rozman , Renata Baličević , Ivica Beraković , Ivan Paponja
One of the most promising alternatives to synthetic pesticides for protecting stored products from insect pests is diatomaceous earth (DE). However, certain limitations of DE hinder its broader application in large-scale storage systems. To reduce the amount of DE dust required for effective treatment while maintaining insecticidal activity, a possible solution is to combine DE with other approaches, such as botanicals. For this purpose, we developed a powdered formulation based on DE SilicoSec®, silica gel SIPERNAT® 50 S, and botanicals (bay leaves, corn oil, and lavender essential oil), designated as N Form. The formulation was evaluated against the lesser grain borer, Rhyzopertha dominica (F.), on three maize hybrids: OSSK 617, OSSK 596, and Drava 404. In maize hybrids OSSK 596 and OSSK 617, the insecticidal activity of N Form was significantly higher than that of DE alone, resulting in 100 % mortality at 400 and 600 ppm, respectively, after 7 days of exposure, along with complete progeny inhibition. Among the hybrids tested, N Form showed the lowest efficacy in hybrid Drava 404, achieving a maximum mortality of 60 % after 14 days of exposure. Germination of the treated maize seeds did not change significantly, although a decline in germination energy and a reduction in standard germination were observed in some treatments. The results of our study demonstrate that the efficacy of diatomaceous earth can be significantly enhanced when combined with plant-derived and inert substances.
硅藻土(DE)是一种最有希望替代合成农药保护储藏产品免受虫害侵害的材料。然而,DE的某些局限性阻碍了其在大规模存储系统中的广泛应用。为了在保持杀虫活性的同时减少有效治疗所需的DE粉尘量,一种可能的解决方案是将DE与其他方法(如植物药)结合使用。为此,我们开发了一种基于DE SilicoSec®,硅胶SIPERNAT®50s和植物成分(月桂叶,玉米油和薰衣草精油)的粉末状配方,命名为N Form。在三个玉米杂交品种OSSK 617、OSSK 596和Drava 404上对该配方进行了防治小螟虫(Rhyzopertha dominica)的试验。在玉米杂交种OSSK 596和OSSK 617中,N - Form的杀虫活性显著高于单独的DE,在400 ppm和600 ppm的浓度下,7 d后N - Form的死亡率分别为100%,并对后代有完全的抑制作用。在试验的杂交种中,N形式对杂交德拉瓦404的效果最低,暴露14天后最高死亡率为60%。处理后的玉米种子的发芽率没有显著变化,尽管在某些处理中观察到萌发能下降和标准发芽率降低。我们的研究结果表明,硅藻土与植物源性和惰性物质结合使用可以显著增强其功效。
{"title":"Protection of stored maize hybrids against Rhyzopertha dominica (F.) (Coleoptera: Bostrichidae) using enhanced diatomaceous earth","authors":"Anita Liška ,&nbsp;Vlatka Rozman ,&nbsp;Renata Baličević ,&nbsp;Ivica Beraković ,&nbsp;Ivan Paponja","doi":"10.1016/j.jspr.2026.102970","DOIUrl":"10.1016/j.jspr.2026.102970","url":null,"abstract":"<div><div>One of the most promising alternatives to synthetic pesticides for protecting stored products from insect pests is diatomaceous earth (DE). However, certain limitations of DE hinder its broader application in large-scale storage systems. To reduce the amount of DE dust required for effective treatment while maintaining insecticidal activity, a possible solution is to combine DE with other approaches, such as botanicals. For this purpose, we developed a powdered formulation based on DE SilicoSec®, silica gel SIPERNAT® 50 S, and botanicals (bay leaves, corn oil, and lavender essential oil), designated as N Form. The formulation was evaluated against the lesser grain borer, <em>Rhyzopertha dominica</em> (F.), on three maize hybrids: OSSK 617, OSSK 596, and Drava 404. In maize hybrids OSSK 596 and OSSK 617, the insecticidal activity of N Form was significantly higher than that of DE alone, resulting in 100 % mortality at 400 and 600 ppm, respectively, after 7 days of exposure, along with complete progeny inhibition. Among the hybrids tested, N Form showed the lowest efficacy in hybrid Drava 404, achieving a maximum mortality of 60 % after 14 days of exposure. Germination of the treated maize seeds did not change significantly, although a decline in germination energy and a reduction in standard germination were observed in some treatments. The results of our study demonstrate that the efficacy of diatomaceous earth can be significantly enhanced when combined with plant-derived and inert substances.</div></div>","PeriodicalId":17019,"journal":{"name":"Journal of Stored Products Research","volume":"116 ","pages":"Article 102970"},"PeriodicalIF":2.7,"publicationDate":"2026-01-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146077095","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Toxic and repellent activities of short-chain saturated fatty acids mixture and cinnamon essential oil against three stored product beetle species 短链饱和脂肪酸混合物和肉桂精油对3种储藏品甲虫的毒性和驱避活性
IF 2.7 2区 农林科学 Q1 ENTOMOLOGY Pub Date : 2026-01-28 DOI: 10.1016/j.jspr.2026.102971
Gomaa R.M. Ramadan , Thomas W. Phillips
The ban on methyl bromide, the evolution of resistance to phosphine and contact insecticides, and rising public concerns regarding the use of traditional insecticides on foods have brought attention to the need to search for new promising alternatives to protect products in storehouses. Botanical essential oils and their key components are among promising tools to achieve safe pest control; however, their high volatility, flammability and rapid degradation result in low persistence and limited efficacy. The current report evaluated the insecticidal efficacy and repellent activity of a 1:1:1 blend of fully saturated octanoic, nonanoic, and decanoic fatty acids, referred to as C8910 against the lesser grain borer, Rhyzopertha dominica, the red flour beetle, Tribolium castaneum, and the rice weevil, Sitophilus oryzae, in comparison with cinnamon essential oil (CEO). C8910 had significant toxicity in residual film assays against R. dominica, T. castaneum, and S. oryzae with LC50 values of 0.115, 0.213, and 0.047 mg/cm2, compared to 0.103, 0.148, and 0.010 mg/cm2 for CEO, respectively. Additionally, C8910, applied at a rate of 2.0 g/kg as a wheat grain protectant, exhibited significant toxicity against R. dominica, T. castaneum, and S. oryzae. C8910 caused mortality percentages of 63.3, 11.7, and 98.3 %, respectively, with no progeny production (0.0 adults) and with no loss in wheat weight (0.0 % weight loss). Moreover, C8910 exerted marked repellent activity against R. dominica, T. castaneum, and S. oryzae, with overall mean repellency percentages of 84.2, 90.0, and 91.7 % at 50.0 μg/cm2 after 2 h, corresponding to a repellency class of V, compared to 85.0, 97.5, and 99.2 % for CEO, respectively. The findings suggest that either C8910 or CEO could be effective alternatives to fumigants and other traditional insecticides to ensure the disinfestation of stored products against insect species.
对甲基溴的禁令、对磷化氢和接触性杀虫剂的抗药性的演变以及公众对在食品上使用传统杀虫剂的日益关注,使人们注意到有必要寻找新的有希望的替代品来保护仓库中的产品。植物精油及其关键成分是实现安全虫害控制的有希望的工具之一;然而,它们的高挥发性,易燃性和快速降解导致持久性低,功效有限。目前的报告评估了一种完全饱和的辛酸、壬酸和癸酸脂肪酸(简称C8910)以1:1:1的比例混合,对小玉米螟(Rhyzopertha dominica)、红粉甲虫(Tribolium castaneum)和稻象甲(Sitophilus oryzae)的杀虫效果和驱避活性,并与肉桂精油(CEO)进行了比较。C8910对白僵菌、castaneum和S. oryzae的残膜毒性分别为0.115、0.213和0.047 mg/cm2,对CEO的LC50值分别为0.103、0.148和0.010 mg/cm2。此外,C8910作为小麦籽粒保护剂,以2.0 g/kg的剂量施用时,对多米白僵菌、castaneum和S. oryzae具有显著的毒性。C8910的致死率分别为63.3%、11.7%和98.3%,无子代繁殖(0.0%成虫),无小麦重损失(0.0%失重)。在50.0 μg/cm2条件下,C8910对白僵菌、castaneum和S. oryzae的平均驱避率分别为84.2、90.0和91.7%,驱避等级为V级;对CEO的平均驱避率分别为85.0、97.5和99.2%。研究结果表明,C8910或CEO都可能是熏蒸剂和其他传统杀虫剂的有效替代品,以确保储存产品的虫害。
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引用次数: 0
Machine learning-guided infrared drying of spearmint: Energy-efficient fixed vs. two-step temperature methods for phytochemical retention and market-compliant quality 机器学习引导的薄荷红外干燥:节能固定与两步温度方法的植物化学保留和符合市场标准的质量
IF 2.7 2区 农林科学 Q1 ENTOMOLOGY Pub Date : 2026-01-26 DOI: 10.1016/j.jspr.2026.102953
Amin Hazervazifeh , Parviz A. Moghaddam , Farzad Pashmforoush , Hamid Hatami Maleki
This study investigates the performance of an infrared drying system using fixed (FTM) and two-step temperature methods (TTM) in preserving the phytochemical and color attributes of spearmint leaves, alongside an energy analysis and the development of a machine learning (ML)-based predictive model. Results showed that color degradation as a quality parameter intensified with rising temperature, peaking at 72 °C (ΔE = 16.68) under FTM, whereas TTM, which applies a strategic 10 °C temperature drop upon reaching the falling rate period, significantly mitigated discoloration, e.g., reducing ΔE from 16.36 (70 °C) to 13.69 (70to60°C). GC analysis revealed that 48to38°C of TTM yielded the highest concentrations of key phytochemical constituents, while 68 °C of FTM demonstrated superior retention among fixed-temperature treatments. Principal component analysis (PCA) discriminated effectively between drying protocols, with the first two components explaining 72 % of the variance and highlighting distinct phytochemical and color degradation patterns. TTM consumes 4.98–8.45 % less energy than the corresponding fixed process at the second-step temperature (58to48°C vs. 48 °C; 72to62°C vs. 62 °C, respectively) and reduces color degradation by 9.5–16.5 % compared to the fixed process at the first-step temperature (72to62°C vs. 72 °C and 58to48°C vs. 58 °C), establishing a dual-reference benchmark. Three ML algorithms, Least Squares Boosting (LSBoost), Random Forest (RF), and Support Vector Machine (SVM), were employed to develop predictive models for key phytochemicals. LSBoost provided the highest predictive accuracy for 1,8-Cineole and Pulegone, achieving R2 values of 97 % and 96 %, respectively, whereas RF yielded the most accurate predictions for Menthone with an R2 of 98 %. In terms of computational performance, RF exhibited the lowest CPU time and highest overall efficiency, followed by LSBoost and SVM. Bayesian-optimized hyperparameters enhanced model generalization, validated via k-fold cross-validation and independent testing (R2: 0.88–0.90, RMSE: 0.39–1.84).
本研究研究了使用固定(FTM)和两步温度方法(TTM)的红外干燥系统在保存留兰叶的植物化学和颜色属性方面的性能,以及能量分析和基于机器学习(ML)的预测模型的开发。结果表明,颜色退化作为一个质量参数随着温度的升高而加剧,在FTM下达到72°C (ΔE = 16.68)时达到峰值,而TTM在达到下降速率期时策略性地降低10°C温度,显著减轻了变色,例如,将ΔE从16.36(70°C)降低到13.69(70至60°C)。GC分析显示,在48 ~ 38°C的TTM处理中,关键植物化学成分的浓度最高,而68°C的FTM在固定温度处理中表现出更好的保留效果。主成分分析(PCA)有效地区分了不同的干燥方案,前两个成分解释了72%的差异,并突出了不同的植物化学和颜色降解模式。在第二步温度(58 ~ 48°C vs 48°C; 72 ~ 62°C vs 62°C)下,TTM比对应的固定工艺能耗减少4.98 ~ 8.45%,与第一步温度(72 ~ 62°C vs 72°C和58 ~ 48°C vs 58°C)下的固定工艺相比,TTM降低了9.5 ~ 16.5%的显色退化,建立了双参考基准。采用最小二乘增强(LSBoost)、随机森林(RF)和支持向量机(SVM)三种机器学习算法建立关键植物化学物质的预测模型。LSBoost对1,8-桉树脑和薄荷酮的预测准确度最高,分别达到97%和96%的R2值,而RF对薄荷酮的预测准确度最高,R2为98%。在计算性能方面,RF表现出最低的CPU时间和最高的总效率,其次是LSBoost和SVM。贝叶斯优化的超参数增强了模型的泛化,通过k-fold交叉验证和独立检验验证(R2: 0.88-0.90, RMSE: 0.39-1.84)。
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引用次数: 0
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Journal of Stored Products Research
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