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Automatic granary sweeping strategy using visual large language model
IF 2.7 2区 农林科学 Q1 ENTOMOLOGY Pub Date : 2025-03-10 DOI: 10.1016/j.jspr.2025.102619
Boqiang Zhang , Jinhao Yan , Yuhe Gao , GenLiang Yang , Kunpeng Zhang , Junwu Li
Food security is a fundamental element of human survival. Reducing grain losses and ensuring grain quality have extremely important practical implications. Enhancing the granary's intelligence is particularly important due to several issues affecting residue grain sweeping, including manual inefficiency, incomplete coverage, and expensive equipment. This work proposes a new method called the Residual Grain Sweeping Visual Large Mode (RGSVLM)1 based on the Visual Large Language Model (VLLM). First, we constructed a semantic dataset containing images of various residual grain dispersal patterns captured in real granary environments. We also introduced an improved version of the Fast Segment Anything Model (FastSAM) algorithm to detect residual grains in the field images, extract visual features, and achieve accurate segmentation. In addition, we crafted prompt engineering that combines image data to produce corresponding textual datasets that effectively reflect the real-world situation. Next, we integrated this dataset with a chain of reasoning framework to fine-tune the visual large language model for specific tasks. This approach compensates for the original model's limitations in logical reasoning, enabling it to simulate human thought processes and generate clear and reasonable answers. In a granary environment, RGSVLM performs better than other models. This study's development and implementation of RGSVLM offers innovative concepts and techniques for building intelligent granaries.
{"title":"Automatic granary sweeping strategy using visual large language model","authors":"Boqiang Zhang ,&nbsp;Jinhao Yan ,&nbsp;Yuhe Gao ,&nbsp;GenLiang Yang ,&nbsp;Kunpeng Zhang ,&nbsp;Junwu Li","doi":"10.1016/j.jspr.2025.102619","DOIUrl":"10.1016/j.jspr.2025.102619","url":null,"abstract":"<div><div>Food security is a fundamental element of human survival. Reducing grain losses and ensuring grain quality have extremely important practical implications. Enhancing the granary's intelligence is particularly important due to several issues affecting residue grain sweeping, including manual inefficiency, incomplete coverage, and expensive equipment. This work proposes a new method called the Residual Grain Sweeping Visual Large Mode (RGSVLM)<sup>1</sup> based on the Visual Large Language Model (VLLM). First, we constructed a semantic dataset containing images of various residual grain dispersal patterns captured in real granary environments. We also introduced an improved version of the Fast Segment Anything Model (FastSAM) algorithm to detect residual grains in the field images, extract visual features, and achieve accurate segmentation. In addition, we crafted prompt engineering that combines image data to produce corresponding textual datasets that effectively reflect the real-world situation. Next, we integrated this dataset with a chain of reasoning framework to fine-tune the visual large language model for specific tasks. This approach compensates for the original model's limitations in logical reasoning, enabling it to simulate human thought processes and generate clear and reasonable answers. In a granary environment, RGSVLM performs better than other models. This study's development and implementation of RGSVLM offers innovative concepts and techniques for building intelligent granaries.</div></div>","PeriodicalId":17019,"journal":{"name":"Journal of Stored Products Research","volume":"112 ","pages":"Article 102619"},"PeriodicalIF":2.7,"publicationDate":"2025-03-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143579695","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
Delayed recovery and sublethal effects on the semiochemical-mediated taxis by khapra beetle after exposure to long-lasting insecticide-incorporated netting
IF 2.7 2区 农林科学 Q1 ENTOMOLOGY Pub Date : 2025-03-10 DOI: 10.1016/j.jspr.2025.102615
Sabita Ranabhat , Michael J. Domingue , Scott W. Myers , Kun Yan Zhu , William R. Morrison
Trogoderma granarium, or khapra beetle, is a quarantined pest with a history of interceptions in countries where it is excluded. Long-lasting insecticide-incorporated netting (LLIN) may be able to provide additional quarantine security against this pest as a strategy for high-risk commodities. The aims of this study were to evaluate 1) direct lethality, and 2) sublethal effects of exposure to two LLINs on semiochemical-mediated foraging and movement by T. granarium. Direct lethality was examined on larvae after a 5- or 60-min exposure to control netting (without insecticide), a 0.34% alpha-cypermethrin (Carifend, BASF), or 0.4% deltamethrin LLIN (D-Terrence, Vestergaard, Inc.) over 168 h. Sublethal changes in movement were evaluated immediately after a 5-min exposure. Finally, semiochemical-mediated foraging was evaluated 24-h after LLIN exposure by larvae in a release-recapture assay using pitfall traps baited with either no stimulus, food cues, or the sex pheromone for T. granarium. The recovery of larval T. granarium dramatically rose and peaked 72–168 h after exposure to LLINs, while the percentage of alive individuals in the control remained consistently high. Larvae spent 6–10% more time in low acceleration and not moving after exposure to alpha-cypermethrin and deltamethrin LLIN compared to the control netting. There was a 6.6-fold higher capture of larvae in traps after exposure to control compared to deltamethrin netting. Elevated response to food cues was suppressed after exposure to LLIN. Overall, there is evidence of significant impacts of LLIN on T. granarium, but high recovery after short exposures and subsequent unresponsiveness to pheromone-baited traps, which are critical for species detection, suggest limitations for using LLIN in management for T. granarium.
{"title":"Delayed recovery and sublethal effects on the semiochemical-mediated taxis by khapra beetle after exposure to long-lasting insecticide-incorporated netting","authors":"Sabita Ranabhat ,&nbsp;Michael J. Domingue ,&nbsp;Scott W. Myers ,&nbsp;Kun Yan Zhu ,&nbsp;William R. Morrison","doi":"10.1016/j.jspr.2025.102615","DOIUrl":"10.1016/j.jspr.2025.102615","url":null,"abstract":"<div><div><em>Trogoderma granarium</em>, or khapra beetle, is a quarantined pest with a history of interceptions in countries where it is excluded. Long-lasting insecticide-incorporated netting (LLIN) may be able to provide additional quarantine security against this pest as a strategy for high-risk commodities. The aims of this study were to evaluate 1) direct lethality, and 2) sublethal effects of exposure to two LLINs on semiochemical-mediated foraging and movement by <em>T. granarium</em>. Direct lethality was examined on larvae after a 5- or 60-min exposure to control netting (without insecticide), a 0.34% alpha-cypermethrin (Carifend, BASF), or 0.4% deltamethrin LLIN (D-Terrence, Vestergaard, Inc.) over 168 h. Sublethal changes in movement were evaluated immediately after a 5-min exposure. Finally, semiochemical-mediated foraging was evaluated 24-h after LLIN exposure by larvae in a release-recapture assay using pitfall traps baited with either no stimulus, food cues, or the sex pheromone for <em>T. granarium</em>. The recovery of larval <em>T. granarium</em> dramatically rose and peaked 72–168 h after exposure to LLINs, while the percentage of alive individuals in the control remained consistently high. Larvae spent 6–10% more time in low acceleration and not moving after exposure to alpha-cypermethrin and deltamethrin LLIN compared to the control netting. There was a 6.6-fold higher capture of larvae in traps after exposure to control compared to deltamethrin netting. Elevated response to food cues was suppressed after exposure to LLIN. Overall, there is evidence of significant impacts of LLIN on <em>T. granarium</em>, but high recovery after short exposures and subsequent unresponsiveness to pheromone-baited traps, which are critical for species detection, suggest limitations for using LLIN in management for <em>T. granarium</em>.</div></div>","PeriodicalId":17019,"journal":{"name":"Journal of Stored Products Research","volume":"112 ","pages":"Article 102615"},"PeriodicalIF":2.7,"publicationDate":"2025-03-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143579696","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
Transcriptomic insights into detoxification and mitochondrial responses of Tribolium castaneum (Coleoptera: Tenebrionidae) to carbonyl sulfide exposure
IF 2.7 2区 农林科学 Q1 ENTOMOLOGY Pub Date : 2025-03-09 DOI: 10.1016/j.jspr.2025.102610
Na-Ri Shin , Rashmi Manohar Mahalle , Jun-Ran Kim , Bong-Su Kim , Keon Mook Seong
Carbonyl sulfide (COS) is a novel grain fumigant effective against several stored-grain pests, including Tribolium castaneum. While COS has demonstrated high toxicity and broad efficacy, the molecular mechanisms underlying COS toxicity remain largely unexplored. In this study, we analyzed the transcriptome in the malpighian tubules and fat body tissues of adult T. castaneum upon COS fumigation. Our analysis identified 3034 and 2973 differentially expressed genes (DEGs) in the malpighian tubules and fat body, respectively. Key DEGs associated with insecticide detoxification, mitochondrial functions, and carbonic anhydrase (CA) activity were significantly expressed between the COS-treated and control groups. Functional annotation and pathway analyzes were performed on these DEGs, and 24 genes were selected for further validation, including those encoding cytochrome P450 (P450s), esterases (ESTs), glutathione-S-transferase (GST), UDP-glucuronosyltransferases (UGTs), ATP-binding cassette transporters (ABCs), ATP synthase, NADH dehydrogenase (NADH), succinate dehydrogenase (SDH), cytochrome c oxidase (COX) and CA enzymes. We analyzed the impact of acetazolamide, a CA inhibitor, on the survival rates of T. castaneum larvae and adults following COS exposure, suggesting that acetazolamide may reduce COS toxicity by inhibiting CA activity. Furthermore, RNA interference (RNAi) was employed to silence the CA3 gene, exploring its role in CA-mediated COS metabolism in T. castaneum. This study presents the first comparative transcriptome investigation of the malpighian tubules and fat body in T. castaneum, enhancing our understanding of the molecular basis of COS toxicity and its potential as an effective alternative for control of this significant storage pest.
{"title":"Transcriptomic insights into detoxification and mitochondrial responses of Tribolium castaneum (Coleoptera: Tenebrionidae) to carbonyl sulfide exposure","authors":"Na-Ri Shin ,&nbsp;Rashmi Manohar Mahalle ,&nbsp;Jun-Ran Kim ,&nbsp;Bong-Su Kim ,&nbsp;Keon Mook Seong","doi":"10.1016/j.jspr.2025.102610","DOIUrl":"10.1016/j.jspr.2025.102610","url":null,"abstract":"<div><div>Carbonyl sulfide (COS) is a novel grain fumigant effective against several stored-grain pests, including <em>Tribolium castaneum</em>. While COS has demonstrated high toxicity and broad efficacy, the molecular mechanisms underlying COS toxicity remain largely unexplored. In this study, we analyzed the transcriptome in the malpighian tubules and fat body tissues of adult <em>T. castaneum</em> upon COS fumigation. Our analysis identified 3034 and 2973 differentially expressed genes (DEGs) in the malpighian tubules and fat body, respectively. Key DEGs associated with insecticide detoxification, mitochondrial functions, and carbonic anhydrase (CA) activity were significantly expressed between the COS-treated and control groups. Functional annotation and pathway analyzes were performed on these DEGs, and 24 genes were selected for further validation, including those encoding <em>cytochrome P450</em> (P450s), <em>esterases</em> (ESTs), <em>glutathione-S-transferase</em> (GST), <em>UDP-glucuronosyltransferases</em> (UGTs), <em>ATP-binding cassette transporters</em> (ABCs), <em>ATP synthase</em>, <em>NADH dehydrogenase</em> (NADH), <em>succinate dehydrogenase</em> (SDH), <em>cytochrome c oxidase</em> (COX) and CA enzymes. We analyzed the impact of acetazolamide, a CA inhibitor, on the survival rates of <em>T. castaneum</em> larvae and adults following COS exposure, suggesting that acetazolamide may reduce COS toxicity by inhibiting CA activity. Furthermore, RNA interference (RNAi) was employed to silence the <em>CA3</em> gene, exploring its role in CA-mediated COS metabolism in <em>T. castaneum</em>. This study presents the first comparative transcriptome investigation of the malpighian tubules and fat body in <em>T. castaneum</em>, enhancing our understanding of the molecular basis of COS toxicity and its potential as an effective alternative for control of this significant storage pest.</div></div>","PeriodicalId":17019,"journal":{"name":"Journal of Stored Products Research","volume":"112 ","pages":"Article 102610"},"PeriodicalIF":2.7,"publicationDate":"2025-03-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143579694","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
Insect detection by molecular diagnostics in stored products: Results from a survey in the agrifood sector
IF 2.7 2区 农林科学 Q1 ENTOMOLOGY Pub Date : 2025-03-09 DOI: 10.1016/j.jspr.2025.102616
P. Urbaneja-Bernat, J. Riudavets, L. Marginedas, N. Agustí
Insect pests cause significant losses to the agrifood industry by infesting both raw materials and processed products, making effective pest detection a critical aspect of stored product management. Traditional insect detection methods, such as visual inspection after grain sieving, have limitations in sensitivity and reliability, particularly regarding detection of immature stages sometimes hidden in the grain kernels. Molecular diagnostics, particularly DNA-based techniques, offer a promising alternative for improving pest detection accuracy in a grain sample. This study, conducted as part of the INSECT-FREE project, aimed to assess the perspectives of the European agrifood sector on the adoption of molecular diagnostic tools for insect detection. A structured survey was distributed to over 50 companies, including flour mills, grain storage facilities, and food processors, to evaluate current pest management practices, challenges, and the willingness to adopt DNA-based detection methods for insects detection. Results showed that over 90% of respondents considered the presence of insects to be a major concern, with traditional detection methods still dominant. However, 70% of companies using molecular techniques for other quality control applications, such as GMO and mycotoxin detection, expressed interest in incorporating DNA-based pest detection. This indicates a significant demand for reliable, rapid, and sensitive detection methods, emphasizing the potential for integrating molecular diagnostics into pest management strategies. The implementation of these molecular techniques could improve food safety, reduce economic losses, and support regulatory compliance. Further research should focus on optimizing cost-effectiveness and accessibility to facilitate widespread adoption of these molecular diagnostic methods in the agrifood sector.
{"title":"Insect detection by molecular diagnostics in stored products: Results from a survey in the agrifood sector","authors":"P. Urbaneja-Bernat,&nbsp;J. Riudavets,&nbsp;L. Marginedas,&nbsp;N. Agustí","doi":"10.1016/j.jspr.2025.102616","DOIUrl":"10.1016/j.jspr.2025.102616","url":null,"abstract":"<div><div>Insect pests cause significant losses to the agrifood industry by infesting both raw materials and processed products, making effective pest detection a critical aspect of stored product management. Traditional insect detection methods, such as visual inspection after grain sieving, have limitations in sensitivity and reliability, particularly regarding detection of immature stages sometimes hidden in the grain kernels. Molecular diagnostics, particularly DNA-based techniques, offer a promising alternative for improving pest detection accuracy in a grain sample. This study, conducted as part of the INSECT-FREE project, aimed to assess the perspectives of the European agrifood sector on the adoption of molecular diagnostic tools for insect detection. A structured survey was distributed to over 50 companies, including flour mills, grain storage facilities, and food processors, to evaluate current pest management practices, challenges, and the willingness to adopt DNA-based detection methods for insects detection. Results showed that over 90% of respondents considered the presence of insects to be a major concern, with traditional detection methods still dominant. However, 70% of companies using molecular techniques for other quality control applications, such as GMO and mycotoxin detection, expressed interest in incorporating DNA-based pest detection. This indicates a significant demand for reliable, rapid, and sensitive detection methods, emphasizing the potential for integrating molecular diagnostics into pest management strategies. The implementation of these molecular techniques could improve food safety, reduce economic losses, and support regulatory compliance. Further research should focus on optimizing cost-effectiveness and accessibility to facilitate widespread adoption of these molecular diagnostic methods in the agrifood sector.</div></div>","PeriodicalId":17019,"journal":{"name":"Journal of Stored Products Research","volume":"112 ","pages":"Article 102616"},"PeriodicalIF":2.7,"publicationDate":"2025-03-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143579697","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Different species of stored-grain pest prey alter the demographic parameters of the predator Cheyletus malaccensis (Acari: Cheyletidae)
IF 2.7 2区 农林科学 Q1 ENTOMOLOGY Pub Date : 2025-03-08 DOI: 10.1016/j.jspr.2025.102617
Yinbiao Han , Dingrong Xue , Liyuan Xia , Yongfu Gao , Jianhua Lü , Xu Su , Zhiqi Liu , Yi Wu
Cheyletus malaccensis (Oudemans) is a predatory mite that can effectively control stored-grain pests and is a promising biological control agent in China. To promote the application of predatory mites to control stored-grain pests, the selection of stored-grain pest prey by C. malaccensis during large-scale feeding and population establishment needs to be studied. Therefore, we studied the life table parameters of C. malaccensis when fed five different prey species. Predator bodies were yellowish when consuming Aleuroglyphus ovatus and Carpoglyphus lactis, blackish when feeding on Lasioderma serricorne eggs, and brown spots appeared when feeding on Cryptolestes pusillus eggs. C. malaccensis completed its life cycle on each of the five types of prey. The effects of prey on C. malaccensis population reproduction were in the order, from greatest to least, C. lactis, A. ovatus, L. serricorne eggs, Rhyzopertha dominica eggs, and C. pusillus eggs. The highest fecundity (369.3 eggs per female) of C. malaccensis was recorded with the prey C. lactis, which was associated with an intrinsic rate of increase of 0.2417 day−1. According to nutrient analyses, high sugar and protein levels in prey might have restricted the growth of C. malaccensis. The study data support the conclusion that C. lactis can serve as alternative prey to support population increase of C. malaccensis. Effective populations of C. malaccensis can also established by feeding on the eggs of stored-grain pests. The information in this study will contribute to the development of effective biological control strategies for managing stored-grain pests.
{"title":"Different species of stored-grain pest prey alter the demographic parameters of the predator Cheyletus malaccensis (Acari: Cheyletidae)","authors":"Yinbiao Han ,&nbsp;Dingrong Xue ,&nbsp;Liyuan Xia ,&nbsp;Yongfu Gao ,&nbsp;Jianhua Lü ,&nbsp;Xu Su ,&nbsp;Zhiqi Liu ,&nbsp;Yi Wu","doi":"10.1016/j.jspr.2025.102617","DOIUrl":"10.1016/j.jspr.2025.102617","url":null,"abstract":"<div><div><em>Cheyletus malaccensis</em> (Oudemans) is a predatory mite that can effectively control stored-grain pests and is a promising biological control agent in China. To promote the application of predatory mites to control stored-grain pests, the selection of stored-grain pest prey by <em>C. malaccensis</em> during large-scale feeding and population establishment needs to be studied. Therefore, we studied the life table parameters of <em>C. malaccensis</em> when fed five different prey species. Predator bodies were yellowish when consuming <em>Aleuroglyphus ovatus</em> and <em>Carpoglyphus lactis</em>, blackish when feeding on <em>Lasioderma serricorne</em> eggs, and brown spots appeared when feeding on <em>Cryptolestes pusillus</em> eggs. <em>C. malaccensis</em> completed its life cycle on each of the five types of prey. The effects of prey on <em>C. malaccensis</em> population reproduction were in the order, from greatest to least, <em>C</em>. <em>lactis</em>, <em>A</em>. <em>ovatus</em>, <em>L. serricorne</em> eggs, <em>Rhyzopertha dominica</em> eggs, and <em>C. pusillus</em> eggs. The highest fecundity (369.3 eggs per female) of <em>C. malaccensis</em> was recorded with the prey <em>C. lactis</em>, which was associated with an intrinsic rate of increase of 0.2417 day<sup>−1</sup>. According to nutrient analyses, high sugar and protein levels in prey might have restricted the growth of <em>C. malaccensis</em>. The study data support the conclusion that <em>C</em>. <em>lactis</em> can serve as alternative prey to support population increase of <em>C. malaccensis</em>. Effective populations of <em>C. malaccensis</em> can also established by feeding on the eggs of stored-grain pests. The information in this study will contribute to the development of effective biological control strategies for managing stored-grain pests.</div></div>","PeriodicalId":17019,"journal":{"name":"Journal of Stored Products Research","volume":"112 ","pages":"Article 102617"},"PeriodicalIF":2.7,"publicationDate":"2025-03-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143579690","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
Experimental ginger drying in an upgraded sustainable vertical cabinet solar dryer
IF 2.7 2区 农林科学 Q1 ENTOMOLOGY Pub Date : 2025-03-06 DOI: 10.1016/j.jspr.2025.102613
Amit Malik, Mahesh Kumar
An upgraded vertical cabinet solar dryer having heat storage reservoir and evacuated tube collector (VCSD-HSR-ETC) has been fabricated and tested for ginger slices drying at an inlet air velocity of 0.2, 1.2 and 2.2 m/s. The effect of phase change material (palmitic acid) on performance parameters such as drying kinetics, thermal, exergetic, environmental and economics has been investigated at different air velocities. The VCSD-HSR-ETC alleviated the initial moisture content of ginger from 88.5% to 8.69% (wb) at 2.2 m/s. Midilli Kucuk model demonstrated the best drying behaviour of ginger slices. The heat transfer coefficients and exergy efficiency were observed to be highest at 2.2 m/s. The average thermal efficiency was found to be 14.39% higher at 2.2 m/s compared to 0.2 m/s air velocity. The energy payback time for VCSD-HSR-ETC was recorded as 3.03, 2.83 and 2.82 years at 0.2, 1.2 and 2.2 m/s, respectively. The economic viability was evaluated based on annualized cost, saving and payback period, resulting in maximum payback periods of 1.16 years for air velocity of 2.2 m/s. The quality of the dried ginger slices samples was found better at 2.2 m/s. The findings of this study have the potential to make a significant contribution to the sustainable development of agriculture drying techniques in both industry and rural areas.
{"title":"Experimental ginger drying in an upgraded sustainable vertical cabinet solar dryer","authors":"Amit Malik,&nbsp;Mahesh Kumar","doi":"10.1016/j.jspr.2025.102613","DOIUrl":"10.1016/j.jspr.2025.102613","url":null,"abstract":"<div><div>An upgraded vertical cabinet solar dryer having heat storage reservoir and evacuated tube collector (VCSD-HSR-ETC) has been fabricated and tested for ginger slices drying at an inlet air velocity of 0.2, 1.2 and 2.2 m/s. The effect of phase change material (palmitic acid) on performance parameters such as drying kinetics, thermal, exergetic, environmental and economics has been investigated at different air velocities. The VCSD-HSR-ETC alleviated the initial moisture content of ginger from 88.5% to 8.69% (wb) at 2.2 m/s. Midilli Kucuk model demonstrated the best drying behaviour of ginger slices. The heat transfer coefficients and exergy efficiency were observed to be highest at 2.2 m/s. The average thermal efficiency was found to be 14.39% higher at 2.2 m/s compared to 0.2 m/s air velocity. The energy payback time for VCSD-HSR-ETC was recorded as 3.03, 2.83 and 2.82 years at 0.2, 1.2 and 2.2 m/s, respectively. The economic viability was evaluated based on annualized cost, saving and payback period, resulting in maximum payback periods of 1.16 years for air velocity of 2.2 m/s. The quality of the dried ginger slices samples was found better at 2.2 m/s. The findings of this study have the potential to make a significant contribution to the sustainable development of agriculture drying techniques in both industry and rural areas.</div></div>","PeriodicalId":17019,"journal":{"name":"Journal of Stored Products Research","volume":"112 ","pages":"Article 102613"},"PeriodicalIF":2.7,"publicationDate":"2025-03-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143551160","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
Efficacy of three microbial insecticides alone or in combination with diatomaceous earth for the control of Callosobruchus maculatus
IF 2.7 2区 农林科学 Q1 ENTOMOLOGY Pub Date : 2025-03-06 DOI: 10.1016/j.jspr.2025.102620
Samir A.M. Abdelgaleil , Hassan A. Gad , Mohamed S. Al-Anany , Adel A. Al-Ayat , Shady Selim
The management potential of three microbial insecticides, spinetoram (SP), emamectin benzoate (EB) and ivermectin (IV), at the application rates of 0.25, 0.5 and 1.0 ppm and diatomaceous earth (DE) at the application rates of 100, 500 and 1000 ppm and their binary mixtures was tested against Callosobruchus maculatus (F.) on cowpea seeds. The effects of all individual and combined treatments on adult mortality (after 3 and 7 days of treatment), F1 progeny (after 45 days), and weight loss in cowpea seeds (after 45 days) were evaluated under laboratory condition. The results showed that the binary combinations at the lower tested concentrations of three tested microbial insecticides (SP, EB and IV) and DE caused a total adult mortality (100.0 %) of C. maculatus after 7 days of exposure. It was also clear that the tested microbial insecticides in combination with DE were more effective against C. maculatus than the materials alone. No progeny of C. maculatus was produced at the highest concentrations of a mixture of DE (1000 ppm) + IV (0.5 ppm) after 45 days of treatment. Moreover, all combinations of tested microbial insecticides and DE decreased or suppressed the damage caused by C. maculatus on cowpea seeds and gave a complete protection of seeds for 45 days of treatment without negative effects on seed germination. These findings indicate that combinations of microbial insecticides with inert dust could be a useful approach for the effective management of C. maculatus on stored cowpea seeds.
{"title":"Efficacy of three microbial insecticides alone or in combination with diatomaceous earth for the control of Callosobruchus maculatus","authors":"Samir A.M. Abdelgaleil ,&nbsp;Hassan A. Gad ,&nbsp;Mohamed S. Al-Anany ,&nbsp;Adel A. Al-Ayat ,&nbsp;Shady Selim","doi":"10.1016/j.jspr.2025.102620","DOIUrl":"10.1016/j.jspr.2025.102620","url":null,"abstract":"<div><div>The management potential of three microbial insecticides, spinetoram (SP), emamectin benzoate (EB) and ivermectin (IV), at the application rates of 0.25, 0.5 and 1.0 ppm and diatomaceous earth (DE) at the application rates of 100, 500 and 1000 ppm and their binary mixtures was tested against <em>Callosobruchus maculatus</em> (F.) on cowpea seeds. The effects of all individual and combined treatments on adult mortality (after 3 and 7 days of treatment), F<sub>1</sub> progeny (after 45 days), and weight loss in cowpea seeds (after 45 days) were evaluated under laboratory condition. The results showed that the binary combinations at the lower tested concentrations of three tested microbial insecticides (SP, EB and IV) and DE caused a total adult mortality (100.0 %) of <em>C. maculatus</em> after 7 days of exposure. It was also clear that the tested microbial insecticides in combination with DE were more effective against <em>C. maculatus</em> than the materials alone. No progeny of <em>C. maculatus</em> was produced at the highest concentrations of a mixture of DE (1000 ppm) + IV (0.5 ppm) after 45 days of treatment. Moreover, all combinations of tested microbial insecticides and DE decreased or suppressed the damage caused by <em>C. maculatus</em> on cowpea seeds and gave a complete protection of seeds for 45 days of treatment without negative effects on seed germination. These findings indicate that combinations of microbial insecticides with inert dust could be a useful approach for the effective management of <em>C. maculatus</em> on stored cowpea seeds.</div></div>","PeriodicalId":17019,"journal":{"name":"Journal of Stored Products Research","volume":"112 ","pages":"Article 102620"},"PeriodicalIF":2.7,"publicationDate":"2025-03-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143551161","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
Exploring the use of bacillomycin D to control citrus sour rot caused by Geotrichum citri-aurantii
IF 2.7 2区 农林科学 Q1 ENTOMOLOGY Pub Date : 2025-03-04 DOI: 10.1016/j.jspr.2025.102612
Shiquan Qian , Xinrong Zhou , Lin lv , Qi Sun , Xinran Cheng , Qian Xie , Yanrui Chai , Enjie Diao
Geotrichum citri-aurantii is a main pathogen that causes severe postharvest citrus fruit disease and leads to economic losses. In this work, the antifungal activity of bacillomycin D against G. citri-aurantii FZ2 was investigated. The effectiveness of bacillomycin D on controlling citrus sour rot was also evaluated. The results indicated that bacillomycin D had strong antifungal activity on G. citri-aurantiis growth, and 12.24 μmmol/L of minimal inhibitory concentration (MIC) and 24.48 μmmol/L of minimal fungicidal concentration (MFC) were obtained. Bacillomycin D exerted destructive impacts on G. citri-aurantii mycelia and resulted in damage of cell integrity and increase of membrane permeability. When exposed to 48.96 μmol/L of bacillomycin D and stored the infected citrus fruit at 25 °C for 10 d, the citrus sour rot was completely suppressed. Moreover, bacillomycin D treatment could effectively improve citrus fruit quality and increase the resistance to G. citri-aurantii. Our findings showed that bacillomycin D could be used as a promising fungicide for controlling postharvest citrus sour rot and extending the shelf-life for citrus fruit storage.
{"title":"Exploring the use of bacillomycin D to control citrus sour rot caused by Geotrichum citri-aurantii","authors":"Shiquan Qian ,&nbsp;Xinrong Zhou ,&nbsp;Lin lv ,&nbsp;Qi Sun ,&nbsp;Xinran Cheng ,&nbsp;Qian Xie ,&nbsp;Yanrui Chai ,&nbsp;Enjie Diao","doi":"10.1016/j.jspr.2025.102612","DOIUrl":"10.1016/j.jspr.2025.102612","url":null,"abstract":"<div><div><em>Geotrichum citri-aurantii</em> is a main pathogen that causes severe postharvest citrus fruit disease and leads to economic losses. In this work, the antifungal activity of bacillomycin D against <em>G. citri-aurant</em>ii FZ2 was investigated. The effectiveness of bacillomycin D on controlling citrus sour rot was also evaluated. The results indicated that bacillomycin D had strong antifungal activity on <em>G</em>. <em>citri-aurantii</em>s growth, and 12.24 μmmol/L of minimal inhibitory concentration (MIC) and 24.48 μmmol/L of minimal fungicidal concentration (MFC) were obtained. Bacillomycin D exerted destructive impacts on <em>G</em>. <em>citri-aurantii</em> mycelia and resulted in damage of cell integrity and increase of membrane permeability. When exposed to 48.96 μmol/L of bacillomycin D and stored the infected citrus fruit at 25 °C for 10 d, the citrus sour rot was completely suppressed. Moreover, bacillomycin D treatment could effectively improve citrus fruit quality and increase the resistance to <em>G. citri-aurantii</em>. Our findings showed that bacillomycin D could be used as a promising fungicide for controlling postharvest citrus sour rot and extending the shelf-life for citrus fruit storage.</div></div>","PeriodicalId":17019,"journal":{"name":"Journal of Stored Products Research","volume":"112 ","pages":"Article 102612"},"PeriodicalIF":2.7,"publicationDate":"2025-03-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143551159","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
Sustainable farming with machine learning solutions for minimizing food waste
IF 2.7 2区 农林科学 Q1 ENTOMOLOGY Pub Date : 2025-03-03 DOI: 10.1016/j.jspr.2025.102611
Rukayat Abisola Olawale , Mattew A. Olawumi , Bankole I. Oladapo
This research explores the application of Artificial Intelligence (AI) and Machine Learning (ML) in mitigating post-harvest losses and reducing food waste within the agricultural supply chain. Our objective is to rigorously quantify the effectiveness of these technologies at various stages of food handling, from production to consumption, to improve food security and sustainability. The study employs a mixed-methods approach, integrating quantitative data from IoT sensors deployed in field studies and qualitative insights from stakeholders, including farmers and retailers. The study's findings reveal that AI-driven cold storage interventions led to a 60% reduction in post-harvest losses for perishable items. Meanwhile, ML-optimized logistics resulted in a 20% decrease in transportation-related food waste. Despite these improvements, challenges remain in accurately predicting market demands, occasionally leading to overproduction. This highlights the need for further refinement in AI algorithms to handle market volatility. Integrating AI and ML in agricultural practices offers substantial benefits, demonstrating the potential to transform food supply chain management. However, additional improvements are required to maximize accuracy and efficiency. Future applications of the models include real-time adaptive logistics, blockchain integration for traceability, and AI-powered predictive demand forecasting.
{"title":"Sustainable farming with machine learning solutions for minimizing food waste","authors":"Rukayat Abisola Olawale ,&nbsp;Mattew A. Olawumi ,&nbsp;Bankole I. Oladapo","doi":"10.1016/j.jspr.2025.102611","DOIUrl":"10.1016/j.jspr.2025.102611","url":null,"abstract":"<div><div>This research explores the application of Artificial Intelligence (AI) and Machine Learning (ML) in mitigating post-harvest losses and reducing food waste within the agricultural supply chain. Our objective is to rigorously quantify the effectiveness of these technologies at various stages of food handling, from production to consumption, to improve food security and sustainability. The study employs a mixed-methods approach, integrating quantitative data from IoT sensors deployed in field studies and qualitative insights from stakeholders, including farmers and retailers. The study's findings reveal that AI-driven cold storage interventions led to a 60% reduction in post-harvest losses for perishable items. Meanwhile, ML-optimized logistics resulted in a 20% decrease in transportation-related food waste. Despite these improvements, challenges remain in accurately predicting market demands, occasionally leading to overproduction. This highlights the need for further refinement in AI algorithms to handle market volatility. Integrating AI and ML in agricultural practices offers substantial benefits, demonstrating the potential to transform food supply chain management. However, additional improvements are required to maximize accuracy and efficiency. Future applications of the models include real-time adaptive logistics, blockchain integration for traceability, and AI-powered predictive demand forecasting.</div></div>","PeriodicalId":17019,"journal":{"name":"Journal of Stored Products Research","volume":"112 ","pages":"Article 102611"},"PeriodicalIF":2.7,"publicationDate":"2025-03-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143551263","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Joint action of plant oils and phosphine against major stored product pests
IF 2.7 2区 农林科学 Q1 ENTOMOLOGY Pub Date : 2025-03-01 DOI: 10.1016/j.jspr.2025.102594
Zhengyan Wang , Qiong Luo , Xinyu Dong , Yu Xiao , Zhiguo Zhao , Yonglin Ren
Plant essential oils are an alternative source to pesticides due to their multiple modes of insecticidal action, easy biodegradability, and low mammalian toxicity. However, most botanical insecticides are sensitive to degradation, thus requiring frequent reapplication of large amounts of them in pest control practices. Mixing botanical insecticides with currently available insecticides is a feasible way to solve these issues. Therefore, plant oils were prepared from fruits of Zanthoxylum bungeanum Maxim. and Citrus maxima (Burm.) Osbeck (Sapindales: Rutaceae) through hydrodistillation. Fumigation toxicity of self-made Z. bungeanum oil and C. maxima oil, commercial garlic oil, phosphine and their binary mixtures against adults of Rhyzopertha dominica (Fabricius) (Coleoptera: Bostrichidae), Sitophilus zeamais Motschulsky (Coleoptera: Curculionidae), Tribolium castaneum (Herbst) (Coleoptera: Tenebrionidae), Cryptolestes ferrugineus (Stephens) (Coleoptera: Laemophloeidae), and Liposcelis entomophila (Enderlein) (Psocodea: Liposcelididae) was investigated in this study. Although adults of S. zeamais and C. ferrugineus were more sensitive to phosphine than to three plant oils, fumigation toxicity of garlic oil or Z. bungeanum oil against adults of R. dominica, T. castaneum, and L. entomophila was comparable to that of phosphine. The combination of Z. bungeanum oil and phosphine did not show any synergism against adults of five stored product pests. When C. maxima oil and phosphine were mixed at the mass ratios of 255: 1 and 1: 1, respectively, they showed the greatest synergistic toxicity against adults of T. castaneum and L. entomophila. When garlic oil and phosphine were mixed at the mass ratios of 13: 1 and 728: 1, respectively, they showed the greatest synergistic toxicity against adults of R. dominica and S. zeamais. In terms of the advantages of synergism in fumigation toxicity and low application dosages of botanical insecticides, fumigation with binary mixtures of plant oils and phosphine is a promising strategy for stored product pest control and management of phosphine resistance.
{"title":"Joint action of plant oils and phosphine against major stored product pests","authors":"Zhengyan Wang ,&nbsp;Qiong Luo ,&nbsp;Xinyu Dong ,&nbsp;Yu Xiao ,&nbsp;Zhiguo Zhao ,&nbsp;Yonglin Ren","doi":"10.1016/j.jspr.2025.102594","DOIUrl":"10.1016/j.jspr.2025.102594","url":null,"abstract":"<div><div>Plant essential oils are an alternative source to pesticides due to their multiple modes of insecticidal action, easy biodegradability, and low mammalian toxicity. However, most botanical insecticides are sensitive to degradation, thus requiring frequent reapplication of large amounts of them in pest control practices. Mixing botanical insecticides with currently available insecticides is a feasible way to solve these issues. Therefore, plant oils were prepared from fruits of <em>Zanthoxylum bungeanum</em> Maxim. and <em>Citrus maxima</em> (Burm.) Osbeck (Sapindales: Rutaceae) through hydrodistillation. Fumigation toxicity of self-made <em>Z</em>. <em>bungeanum</em> oil and <em>C</em>. <em>maxima</em> oil, commercial garlic oil, phosphine and their binary mixtures against adults of <em>Rhyzopertha dominica</em> (Fabricius) (Coleoptera: Bostrichidae), <em>Sitophilus zeamais</em> Motschulsky (Coleoptera: Curculionidae), <em>Tribolium castaneum</em> (Herbst) (Coleoptera: Tenebrionidae), <em>Cryptolestes ferrugineus</em> (Stephens) (Coleoptera: Laemophloeidae), and <em>Liposcelis entomophila</em> (Enderlein) (Psocodea: Liposcelididae) was investigated in this study. Although adults of <em>S</em>. <em>zeamais</em> and <em>C</em>. <em>ferrugineus</em> were more sensitive to phosphine than to three plant oils, fumigation toxicity of garlic oil or <em>Z</em>. <em>bungeanum</em> oil against adults of <em>R</em>. <em>dominica</em>, <em>T</em>. <em>castaneum</em>, and <em>L</em>. <em>entomophila</em> was comparable to that of phosphine. The combination of <em>Z</em>. <em>bungeanum</em> oil and phosphine did not show any synergism against adults of five stored product pests. When <em>C</em>. <em>maxima</em> oil and phosphine were mixed at the mass ratios of 255: 1 and 1: 1, respectively, they showed the greatest synergistic toxicity against adults of <em>T</em>. <em>castaneum</em> and <em>L</em>. <em>entomophila</em>. When garlic oil and phosphine were mixed at the mass ratios of 13: 1 and 728: 1, respectively, they showed the greatest synergistic toxicity against adults of <em>R. dominica</em> and <em>S. zeamais</em>. In terms of the advantages of synergism in fumigation toxicity and low application dosages of botanical insecticides, fumigation with binary mixtures of plant oils and phosphine is a promising strategy for stored product pest control and management of phosphine resistance.</div></div>","PeriodicalId":17019,"journal":{"name":"Journal of Stored Products Research","volume":"112 ","pages":"Article 102594"},"PeriodicalIF":2.7,"publicationDate":"2025-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143521101","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
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Journal of Stored Products Research
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