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Corrigendum regarding incorrect declaration of competing interest statements in previously published articles 关于先前发表的文章中不正确声明竞争利益声明的更正
Aquaculture and Fisheries Pub Date : 2025-09-11 DOI: 10.1016/j.aaf.2025.09.001
{"title":"Corrigendum regarding incorrect declaration of competing interest statements in previously published articles","authors":"","doi":"10.1016/j.aaf.2025.09.001","DOIUrl":"10.1016/j.aaf.2025.09.001","url":null,"abstract":"","PeriodicalId":36894,"journal":{"name":"Aquaculture and Fisheries","volume":"10 6","pages":"Pages 1107-1113"},"PeriodicalIF":0.0,"publicationDate":"2025-09-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145290106","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Identification of post-transcriptional regulation reveals complexity in peanut pod development by Direct RNA 转录后调控的鉴定揭示了直接RNA在花生豆荚发育中的复杂性
IF 5 4区 农林科学
aBIOTECH Pub Date : 2025-09-08 DOI: 10.1007/s42994-025-00224-5
Wei Wang, Haosong Guo, Jianxin Bian, Fa Cui, Xiaoqin Liu
{"title":"Identification of post-transcriptional regulation reveals complexity in peanut pod development by Direct RNA","authors":"Wei Wang,&nbsp;Haosong Guo,&nbsp;Jianxin Bian,&nbsp;Fa Cui,&nbsp;Xiaoqin Liu","doi":"10.1007/s42994-025-00224-5","DOIUrl":"10.1007/s42994-025-00224-5","url":null,"abstract":"<div><p>Peanut (<i>Arachis hypogaea</i>) is widely cultivated worldwide as an important source of edible vegetable oil and protein. Peanut seed pods develop below ground from a gynophore that forms above ground and then penetrates the soil surface to bury the developing pod. Numerous studies have explored transcriptional regulation during peanut pod development. Here, we explored post-transcriptional regulation, including polyadenylation, alternative splicing, and RNA adenosine methylation (m<sup>6</sup>A), in peanut pods across four developmental stages by performing direct RNA sequencing. This produced 70.43 million long reads with average lengths of 890–1,136 nucleotides (nt) from 12 samples across four developmental stages, yielding a total of 14,627 newly identified transcripts. We detected a negative relationship between poly(A) tail lengths and transcript abundance, with the shortest poly(A) tails at the subterranean peg and expanded pod 1 stages, and longest poly(A) tails at the aerial gynophore and expanded pod 2 stages. Moreover, throughout pod development, from the penetration of the gynophore into the soil to pod enlargement, the splicing machinery utilized more proximal than distal alternative polyadenylation sites in the transcripts. The date showed no correlation between m<sup>6</sup>A modification and gene expression in peanut, but found more transcripts with alternative first and last exon types of alternative splicing events. Transcripts that were differentially abundant across developmental stages were primarily enriched in the Gene Ontology terms photosynthesis, response to oxidative stress, response to auxin, plant-type cell wall organization, and lignin catabolism. This study lays a foundation for revealing the roles of epigenetics and post-transcriptional regulation in pod development in peanut. </p></div>","PeriodicalId":53135,"journal":{"name":"aBIOTECH","volume":"6 3","pages":"554 - 568"},"PeriodicalIF":5.0,"publicationDate":"2025-09-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s42994-025-00224-5.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145100600","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
Construction and analysis of molecular genetic map of perennial Chinese rice. 中国多年生水稻分子遗传图谱的构建与分析。
遗传 Pub Date : 2025-09-01 DOI: 10.16288/j.yczz.24-340
Ting-Shen Peng, Jiu-Yan Lu, Yu-Xin Yan, Lin Tan, Wen-Bin Nan, Xiao-Jian Qin, Ming Li, Jun-Yi Gong, Yong-Shu Liang
{"title":"Construction and analysis of molecular genetic map of perennial Chinese rice.","authors":"Ting-Shen Peng, Jiu-Yan Lu, Yu-Xin Yan, Lin Tan, Wen-Bin Nan, Xiao-Jian Qin, Ming Li, Jun-Yi Gong, Yong-Shu Liang","doi":"10.16288/j.yczz.24-340","DOIUrl":"https://doi.org/10.16288/j.yczz.24-340","url":null,"abstract":"<p><p>To develop perennial rice varieties and realize one planting (year) more harvest planting pattern of increasing yield and farmer's income is one of the most cost-effective strategy involved in safeguarding China's grain supply. In this study, construction and analysis of molecular maps of perennial rice was performed to elucidate the genetic laws of microsatellite loci in perennial Chinese rice, two half-sib F<sub>2</sub> populations derived from two perennial Chinese <i>japonica</i> rice (HN2<sup>#</sup> and CB7<sup>#</sup>) crossed to the annual <i>indica</i> rice XieqingzaoB (XQZB) were developed to construct two half-sib linkage maps. We established linkage map lengths of 2,036.10 cM and 1,878.23 cM with average genetic distance of 18.85 cM and 17.23 cM by using 108 and 109 SSR markers in both HN2<sup>#</sup> and CB7<sup>#</sup> map, respectively. Chi-square value (<i>χ</i><sup>2</sup>) for genotypes in the F<sub>2</sub> populations of both HN2<sup>#</sup> and CB7<sup>#</sup> were 134.85 and 291.02, respectively, and exhibited extreme significant bias towards XQZB. <i>χ</i><sup>2</sup> value for genotype on each linkage group of both HN2<sup>#</sup> and CB7<sup>#</sup> map ranged from 2.23 to 175.67, from 4.53 to 191.52, respectively. Genotypes on linkage groups of both the 1<sup>st</sup>, 2<sup>nd</sup>, 3<sup>rd</sup>, 4<sup>th</sup>, 6<sup>th</sup>, 8<sup>th</sup>, 9<sup>th</sup>, 10<sup>th</sup>, and 12<sup>th</sup> in HN2<sup>#</sup> map and 1<sup>st</sup>, 2<sup>nd</sup>, 3<sup>rd</sup>, 5<sup>th</sup>, 6<sup>th</sup>, 7<sup>th</sup>, 9<sup>th</sup>, 11<sup>th</sup>, and 12<sup>th</sup> in CB7<sup>#</sup> map deviated from the Mendelian ratio. There 38 F<sub>2</sub> individual in HN2<sup>#</sup> and 47 F<sub>2</sub> individual in CB7<sup>#</sup> population deviated from the Mendelian ratio, respectively. Altogether 32 markers showed segregation distortion (29.63%) and clustered on the 3<sup>rd</sup>, 4<sup>th</sup> and 6<sup>th</sup> of linkage in HN2<sup>#</sup> map, there 44 markers showed segregation distortion (40.37%) and clustered on the 3<sup>rd</sup>, 5<sup>th</sup>, 6<sup>th</sup>, 7<sup>th</sup>, 9<sup>th</sup>, and 12<sup>th</sup> of linkage in CB7<sup>#</sup> map. Overall, this study lays a good foundation for the mining of beneficial genes and the innovation and utilization of perennial Chinese rice genetic resources.</p>","PeriodicalId":35536,"journal":{"name":"遗传","volume":"47 9","pages":"1042-1056"},"PeriodicalIF":0.0,"publicationDate":"2025-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145081949","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Evaluation of heterotic effects and inbreeding depression of F2 populations of Brassica juncea based on yield and yield-contributing traits 基于产量和产量贡献性状的芥菜F2居群杂种优势及近交抑制评价
Oil Crop Science Pub Date : 2025-09-01 DOI: 10.1016/j.ocsci.2025.04.008
Fatema Tuj Johora, Niloy Gain, Md. Zahidur Rahman, Jamilur Rahman
{"title":"Evaluation of heterotic effects and inbreeding depression of F2 populations of Brassica juncea based on yield and yield-contributing traits","authors":"Fatema Tuj Johora,&nbsp;Niloy Gain,&nbsp;Md. Zahidur Rahman,&nbsp;Jamilur Rahman","doi":"10.1016/j.ocsci.2025.04.008","DOIUrl":"10.1016/j.ocsci.2025.04.008","url":null,"abstract":"<div><div>Indian mustard is recognized as a resilient and economically important oilseed crop. However, its potential remains untapped due to the limited availability of short-duration, high-yielding varieties capable of outcompeting other <em>rabi</em> crops. Considering this notion, we have evaluated twenty-one F<sub>2</sub> and six BC<sub>1</sub>F<sub>1</sub> populations derived from seven diversified parents of <em>B</em><em>rassica</em> <em>juncea</em> following a Randomized Complete Block Design at Sher-e-Bangla Agricultural University. Based on key agronomic traits, the genetic components, heterosis, inbreeding depression, and gene action were studied to select early maturing and high-yielding populations. The percentage of heterosis was manifested in various cross-combinations, including P4 ​× ​P6 (91.45% for yield per plant) and P5 ​× ​P6 (28.52% for thousand seed weight), emerging as promising candidates for increasing productivity while managing negative inbreeding effects. Conversely, significant inbreeding depression was noted in traits like days to siliquae maturity and yield, particularly in crosses, P1 ​× ​P2 (6.29%) and P3 ​× ​P5 (21.74%), underscoring the need for careful selection in breeding programs to mitigate these effects. Variance analysis indicated that both additive and non-additive genetic interactions play a pivotal role in the inheritance patterns of the traits of interest. Among the six backcrosses, one promising line was (P5 ​× ​P6) ​× ​P5, demonstrating early maturity (107.00 DAS) with improved seed yield (12.47 ​g). This combination exhibited the potential for enhancing the adaptability and productivity by maintaining the maturity index and accelerating yield. Furthermore, significant phenotypic variation across yield-contributing traits was notable, whereas thousand seed weight and yield per plant showed high broad-sense and narrow-sense of heritability. Besides, positive correlations between seed yield and its attributing traits were noted, suggesting potential avenues for selection breeding. Collectively, the obtained findings enhance the understanding of genetic mechanisms underlying heterosis and inbreeding depression in <em>B. juncea</em>, providing insights and effective strategies for developing superior cultivars with optimized agronomic traits.</div></div>","PeriodicalId":34095,"journal":{"name":"Oil Crop Science","volume":"10 3","pages":"Pages 223-234"},"PeriodicalIF":0.0,"publicationDate":"2025-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145109666","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Effect of particle size of Flaxseed-based milk coproduct on the quality of dough and steamed bread 亚麻籽奶副制品粒度对面团和馒头品质的影响
Oil Crop Science Pub Date : 2025-09-01 DOI: 10.1016/j.ocsci.2025.04.006
Jiahui Wang , Huojiao Gan , Yan Tang , Haichao He , Mingkai Sun , Yashu Chen , Qianchun Deng , Fenghong Huang , Hu Tang
{"title":"Effect of particle size of Flaxseed-based milk coproduct on the quality of dough and steamed bread","authors":"Jiahui Wang ,&nbsp;Huojiao Gan ,&nbsp;Yan Tang ,&nbsp;Haichao He ,&nbsp;Mingkai Sun ,&nbsp;Yashu Chen ,&nbsp;Qianchun Deng ,&nbsp;Fenghong Huang ,&nbsp;Hu Tang","doi":"10.1016/j.ocsci.2025.04.006","DOIUrl":"10.1016/j.ocsci.2025.04.006","url":null,"abstract":"<div><div>The increased risk of chronic diseases has led to increasing importance of coarse foods in daily life, but the inclusion of new ingredients has a great degree of influence on the structural characteristics and sensory qualities of the food. The effects of five different particle size variations on the physicochemical characteristics, dough, and steamed bread structure of Flaxseed-based milk coproduct (FMC) were investigated. As the particle size decreases, the structure of the dough becomes denser due to an increase in water retention capacity and dissolution capacity, weakening the competition for dough moisture and allowing for an increase in air-holding capacity. The reduction in particle size increased the specific volume of the steamed bread, a decrease in the spread ratio, and an optimization of hardness and elasticity, as well as an increase in consumer acceptance of the FMC steamed bread. However, it is not the smaller the particle size, the higher the quality of steamed bread, appropriate reduction of particle size can improve the quality of steamed bread. In addition, the addition of FMC reduces fat digestion. Therefore, the present study proposes a method to change the particle size of FMC to optimize the quality of the steamed bread and to reduce fat digestibility by adding FMC.</div></div>","PeriodicalId":34095,"journal":{"name":"Oil Crop Science","volume":"10 3","pages":"Pages 259-269"},"PeriodicalIF":0.0,"publicationDate":"2025-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145325928","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Evaluation of the nutritional qualities of flaxseeds from five main producing areas in China 中国五个主要产区亚麻籽的营养品质评价
Oil Crop Science Pub Date : 2025-09-01 DOI: 10.1016/j.ocsci.2025.05.003
Peiyao Luo , Xuefang Wang , Mengxue Fang , Fei Ma , Li Yu , Wei Fan , Shiyin Guo , Huiying Lv , Liangxiao Zhang , Qianchun Deng , Peiwu Li , Zhonghai Tang
{"title":"Evaluation of the nutritional qualities of flaxseeds from five main producing areas in China","authors":"Peiyao Luo ,&nbsp;Xuefang Wang ,&nbsp;Mengxue Fang ,&nbsp;Fei Ma ,&nbsp;Li Yu ,&nbsp;Wei Fan ,&nbsp;Shiyin Guo ,&nbsp;Huiying Lv ,&nbsp;Liangxiao Zhang ,&nbsp;Qianchun Deng ,&nbsp;Peiwu Li ,&nbsp;Zhonghai Tang","doi":"10.1016/j.ocsci.2025.05.003","DOIUrl":"10.1016/j.ocsci.2025.05.003","url":null,"abstract":"<div><div>Flax (<em>Linum usitatissimum</em> L.) is an important oil crop in the high-altitude arid regions of China. Flaxseed is rich in various nutrients. However, the nutritional qualities of flaxseeds from different producing areas are still unclear. In this study, the nutritional characteristics of flaxseed from five producing areas in China were investigated. Twenty five nutritional quality indices in flaxseed were analyzed. Subsequently, chemometric methods, including cluster analysis, principal component analysis (PCA) and partial least square discriminant analysis (PLS-DA), were employed to discover the characteristics of nutritional qualities in flaxseeds. The results revealed there are significant differences in nutritional qualities among flaxseeds from different production areas. Six quality indices including γ-tocopherol, vitamin E, phytosterols, oleic acid, α-linolenic acid, and cycloartenol were susceptible to producing area. In detail, the superiorcharacteristic nutrients of Ningxia flaxseed, Inner Mongolia flaxseed and Hebei flaxseed are vitamin E (17.3 ​mg/100g), α-linolenic acid (52.6%) and cycloartenol (1738.1 ​mg/kg), and phytosterols (3032.0 ​mg/kg), respectively. This study promotes the high-value development and utilization of local flaxseed industry.</div></div>","PeriodicalId":34095,"journal":{"name":"Oil Crop Science","volume":"10 3","pages":"Pages 205-211"},"PeriodicalIF":0.0,"publicationDate":"2025-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145109664","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Overexpression of Vitreoscilla hemoglobin gene enhances flooding resistance in Brassica napus 玻璃颤菌血红蛋白基因的过表达增强了甘蓝型油菜的抗洪能力
Oil Crop Science Pub Date : 2025-09-01 DOI: 10.1016/j.ocsci.2025.03.002
Jiaxin Liu , Jinfeng Wu , Xinhong Liu , Lili Liu , Mingli Yan , Bao Li
{"title":"Overexpression of Vitreoscilla hemoglobin gene enhances flooding resistance in Brassica napus","authors":"Jiaxin Liu ,&nbsp;Jinfeng Wu ,&nbsp;Xinhong Liu ,&nbsp;Lili Liu ,&nbsp;Mingli Yan ,&nbsp;Bao Li","doi":"10.1016/j.ocsci.2025.03.002","DOIUrl":"10.1016/j.ocsci.2025.03.002","url":null,"abstract":"<div><div>Flooding can lead to oxygen deprivation in rapeseed, negatively affecting its growth and development and ultimately reducing yields. <em>Vitreoscilla</em> hemoglobin (VHb), a bacterial hemoglobin with a high oxygen-binding affinity, plays a key role in enhancing oxygen uptake and metabolic efficiency under low-oxygen conditions. Through genetic transformation, we overexpressed the <em>VHb</em> gene in rapeseed, which resulted in significant improvements in survival rate, root length, and biomass under submerged conditions. Additionally, we observed that transgenic plants developed adventitious roots in response to submergence stress. These transgenic plants also exhibited increased activities of ethanol dehydrogenase and pyruvate decarboxylase—enzymes associated with anaerobic respiration. Our findings indicate that <em>VHb</em> enhances flooding tolerance in rapeseed by promoting adventitious root formation and strengthening the plant's capacity for fermentation metabolism under anaerobic conditions.</div></div>","PeriodicalId":34095,"journal":{"name":"Oil Crop Science","volume":"10 3","pages":"Pages 186-193"},"PeriodicalIF":0.0,"publicationDate":"2025-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145098759","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Precision farming using autonomous data analysis cycles for integrated cotton management 利用自主数据分析周期进行棉花综合管理的精准农业
IF 7.4
Information Processing in Agriculture Pub Date : 2025-09-01 DOI: 10.1016/j.inpa.2024.10.002
Raul Toscano-Miranda , Jose Aguilar , Manuel Caro , Anibal Trebilcok , Mauricio Toro
{"title":"Precision farming using autonomous data analysis cycles for integrated cotton management","authors":"Raul Toscano-Miranda ,&nbsp;Jose Aguilar ,&nbsp;Manuel Caro ,&nbsp;Anibal Trebilcok ,&nbsp;Mauricio Toro","doi":"10.1016/j.inpa.2024.10.002","DOIUrl":"10.1016/j.inpa.2024.10.002","url":null,"abstract":"<div><div>Precision farming (PF) allows the efficient use of resources such as water, and fertilizers, among others; as well, it helps to analyze the behavior of insect pests, in order to increase production and decrease the cost of crop management. This paper introduces an innovative approach to integrated cotton management, involving the implementation of an Autonomous Cycle of Data Analysis Tasks (ACODAT). The proposed autonomous cycle is composed of a classification task of the population of pests (boll weevil) (based on eXtreme Gradient Boosting-XGBoost), a diagnosis-prediction task of cotton yield (based on a fuzzy system), and a prescription task of strategies for the adequate management of the crop (based on genetic algorithms). The proposed system can evaluate several variables according to the conditions of the crop, and recommend the best strategy for increasing the cotton yield. In particular, the classification task has an accuracy of 88%, the diagnosis/prediction task obtained an accuracy of 98 %, and the genetic algorithm recommends the best strategy for the context analyzed. Focused on integrated cotton management, our system offers flexibility and adaptability, which facilitates the incorporation of new tasks.</div></div>","PeriodicalId":53443,"journal":{"name":"Information Processing in Agriculture","volume":"12 3","pages":"Pages 326-343"},"PeriodicalIF":7.4,"publicationDate":"2025-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145327144","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Analysis of the effect of temperature and packing method on the quality and oxidative stability of walnuts in storage 温度和包装方式对核桃贮藏品质及氧化稳定性的影响分析
Oil Crop Science Pub Date : 2025-09-01 DOI: 10.1016/j.ocsci.2025.02.005
Xuan Ma , Chongbo Huang , Chang Zheng , Fangyan Long , Mandi Zhao , Changsheng Liu
{"title":"Analysis of the effect of temperature and packing method on the quality and oxidative stability of walnuts in storage","authors":"Xuan Ma ,&nbsp;Chongbo Huang ,&nbsp;Chang Zheng ,&nbsp;Fangyan Long ,&nbsp;Mandi Zhao ,&nbsp;Changsheng Liu","doi":"10.1016/j.ocsci.2025.02.005","DOIUrl":"10.1016/j.ocsci.2025.02.005","url":null,"abstract":"<div><div>Walnuts are rich in a variety of nutritional components. However, due to their high content of unsaturated fatty acids (UFAs), the quality of walnuts tends to decline during storage, which adversely affects the development of the walnut industry. This study was aimed to investigate the impacts of temperature and packaging methods on the storage quality and oxidative stability of walnuts. The Wen 185 walnut variety was selected, and the physical-chemical and nutritional indexes of walnuts stored for 42 weeks under different temperatures (−18 ​°C, 4 ​°C, and room temperature) and packaging methods (vacuum light-exposed, vacuum light-proof, vacuum-radiation light-exposed, vacuum-radiation light-proof, nitrogen-filled light-exposed, nitrogen-filled light-proof) were measured. The results showed that low temperatures, especially −18 ​°C, in combination with vacuum lightproof packaging, could effectively suppress the increase in oxidative stability indicators such as acid value (AV) and peroxide value (PV), and maintain high retention rates of nutritional indicators like tocopherol and phytosterol. This study has elucidated that low temperatures and appropriate packaging methods play the crucial roles in maintaining the quality and oxidative stability of walnuts during storage. It has provided comprehensive and valuable data support and theoretical basis for the scientific storage of walnuts, contributing to the development of the walnut industry and the guarantee of product quality.</div></div>","PeriodicalId":34095,"journal":{"name":"Oil Crop Science","volume":"10 3","pages":"Pages 212-222"},"PeriodicalIF":0.0,"publicationDate":"2025-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145109665","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A novel approach for detection of granulated coconut sugar adulteration using LED-based spectrometer and machine learning 一种基于led光谱仪和机器学习的检测椰子糖掺假颗粒的新方法
IF 7.4
Information Processing in Agriculture Pub Date : 2025-09-01 DOI: 10.1016/j.inpa.2024.09.007
Susanto B. Sulistyo , Arief Sudarmaji , Pepita Haryanti , Purwoko H. Kuncoro
{"title":"A novel approach for detection of granulated coconut sugar adulteration using LED-based spectrometer and machine learning","authors":"Susanto B. Sulistyo ,&nbsp;Arief Sudarmaji ,&nbsp;Pepita Haryanti ,&nbsp;Purwoko H. Kuncoro","doi":"10.1016/j.inpa.2024.09.007","DOIUrl":"10.1016/j.inpa.2024.09.007","url":null,"abstract":"<div><div>Granulated coconut sugar has been well-known as a sweetener which is more nutritious and has lower glycemic index than cane sugar. Adding cane sugar to coconut sap during heating may result in coconut sugar with an undesirable export quality. The purpose of this study was to develop a novel approach by designing a low-cost portable spectrometer capable of detecting the presence of cane sugar in granulated coconut sugar using machine learning. The AS7265x multispectral sensor chipset is the main component of the proposed LED-based spectrometer. This chipset uses two integrated LEDs as the light source and has 18 channels output ranging from the visible to near-infrared spectrum as the predictor variables to identify the adulteration in granulated coconut sugar. A variety of machine learning techniques were used to determine the purity of granulated coconut sugar as well as the quantity of cane sugar added. Backpropagation neural networks outperformed various machine learning methods, including the support vector machine, k-nearest neighbor, and naïve Bayes methods, in determining the purity of granulated coconut sugar. The developed portable LED-based spectrometer by means of backpropagation neural networks as the classifier can successfully detect adulteration in granulated coconut sugar with very high accuracy level.</div></div>","PeriodicalId":53443,"journal":{"name":"Information Processing in Agriculture","volume":"12 3","pages":"Pages 300-311"},"PeriodicalIF":7.4,"publicationDate":"2025-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145327147","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","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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