首页 > 最新文献

Industrial Crops and Products最新文献

英文 中文
Plant-mediated green synthesis of zinc oxide nanoparticles using Anvillea garcinii extract: Characterization and investigation of their anticancer, antibacterial and antioxidant effects 植物介导的黄芪提取物绿色合成氧化锌纳米颗粒:抗癌、抗菌和抗氧化作用的表征和研究
IF 6.2 1区 农林科学 Q1 AGRICULTURAL ENGINEERING Pub Date : 2026-02-12 DOI: 10.1016/j.indcrop.2026.122785
Mina Zolfaghari , Abbas Yadegar , Atefe Rezaei , Fatemeh Rafieian , Mohammad Kazemi , Hossein Fazeli , Vajihe Karbasizade
In the present research, zinc oxide (ZnO) nanoparticles (NPs) were biosynthesized through reduction by Anvillea garcinii leaf extract. A. garcinii leaves contain bioactive sesquiterpenes, terpenoids, and phenolic compounds, which are likely responsible for the reduction and stabilization of ZnO NPs. Compared to conventional physicochemical approaches, this synthesis method has several advantages, including simplicity, low cost, sustainability, and replicability. In this study, the impacts of various calcination (annealing) temperatures (60 °C and 500 °C) and different pHs (8, 10, and 12) on the properties of green-synthesized ZnO NPs were evaluated. Characterization was performed by analytical instruments including UV-Vis spectroscopy, Fourier transform infrared (FT-IR) spectroscopy and X-ray diffraction (XRD) analyses, nanoparticle analyzer, and field emission scanning electron microscope (FE-SEM). The UV–Vis adsorption spectra of the ZnO NPs revealed a prominent peak at approximately 230 nm. The observed peaks in FTIR spectra align well with those reported in various studies on ZnO NPs. By microscopic observation and XRD validation, the spherical and hexagonal nature of ZnO NPs was confirmed. The pH and temperature used were effective on the particle size, so that the smallest NPs (16.4 nm) were obtained with the help of the most alkaline synthesis medium (pH 12) and oven drying (60 °C). While the largest dimension (63 nm) corresponded to the NPs synthesized under the lowest pH (8) and dried with a 500 °C furnace. Synthesized NPs exhibited high antioxidant properties. The small sizes of biosynthesized ZnO NPs and their phytochemical-coated surfaces affected their biological activity. The cytotoxic impact of NPs on the gastric cancer cells was dose-dependent, and IC50 values for ZnO prepared at 60 and 500 °C (coded as ZnO-60 and ZnO-500) were 35.11 and 42.7 μg/mL respectively. In addition, they were potent antimicrobial agents against Gram-negative bacteria Escherichia coli and 3 strains of Helicobacter pylori, and Gram-positive bacterium Staphylococcus aureus. The green synthesis of ZnO NPs represents a sustainable approach that minimizes environmental impact while producing effective nanomaterials. By using natural plant extracts, researchers can develop cost-effective and eco-friendly methods for NP production, enhancing their potential applications across diverse sectors such as medical fields, environmental science, and materials engineering.
本研究以黄花百合叶提取物为原料,通过还原法制备氧化锌纳米颗粒。garciinii叶片含有生物活性倍半萜、萜类和酚类化合物,这些化合物可能负责氧化锌NPs的还原和稳定。与传统的物理化学合成方法相比,该合成方法具有简单、低成本、可持续性和可复制性等优点。在本研究中,研究了不同的煅烧(退火)温度(60℃和500℃)和不同的ph值(8、10和12)对绿色合成ZnO NPs性能的影响。通过紫外可见光谱、傅里叶变换红外(FT-IR)光谱和x射线衍射(XRD)分析、纳米颗粒分析仪和场发射扫描电镜(FE-SEM)等分析仪器进行表征。ZnO纳米粒子的紫外-可见吸附光谱在约230 nm处有一个显著的峰。在FTIR光谱中观察到的峰与各种ZnO NPs研究中报道的峰一致。通过显微观察和XRD验证,证实了ZnO纳米粒子的球形和六方性质。pH和温度对颗粒大小有影响,在碱性最强的合成介质(pH 12)和烘箱干燥(60℃)下,得到最小的NPs(16.4 nm)。而最大尺寸(63 nm)对应于在最低pH(8)下合成并在500℃炉中干燥的NPs。合成的NPs具有较高的抗氧化性能。生物合成ZnO NPs的小尺寸及其植物化学包被表面影响了其生物活性。NPs对胃癌细胞的细胞毒作用呈剂量依赖性,60℃和500℃条件下制备的ZnO(编码为ZnO-60和ZnO-500)的IC50值分别为35.11和42.7 μg/mL。此外,它们对革兰氏阴性菌大肠杆菌和3株幽门螺杆菌以及革兰氏阳性菌金黄色葡萄球菌均有较强的抗菌作用。绿色合成ZnO纳米粒子代表了一种可持续的方法,可以在生产有效纳米材料的同时最大限度地减少对环境的影响。通过使用天然植物提取物,研究人员可以开发成本效益高且环保的NP生产方法,增强其在医疗领域,环境科学和材料工程等各个领域的潜在应用。
{"title":"Plant-mediated green synthesis of zinc oxide nanoparticles using Anvillea garcinii extract: Characterization and investigation of their anticancer, antibacterial and antioxidant effects","authors":"Mina Zolfaghari ,&nbsp;Abbas Yadegar ,&nbsp;Atefe Rezaei ,&nbsp;Fatemeh Rafieian ,&nbsp;Mohammad Kazemi ,&nbsp;Hossein Fazeli ,&nbsp;Vajihe Karbasizade","doi":"10.1016/j.indcrop.2026.122785","DOIUrl":"10.1016/j.indcrop.2026.122785","url":null,"abstract":"<div><div>In the present research, zinc oxide (ZnO) nanoparticles (NPs) were biosynthesized through reduction by <em>Anvillea garcinii</em> leaf extract. <em>A. garcinii</em> leaves contain bioactive sesquiterpenes, terpenoids, and phenolic compounds, which are likely responsible for the reduction and stabilization of ZnO NPs. Compared to conventional physicochemical approaches, this synthesis method has several advantages, including simplicity, low cost, sustainability, and replicability. In this study, the impacts of various calcination (annealing) temperatures (60 °C and 500 °C) and different pHs (8, 10, and 12) on the properties of green-synthesized ZnO NPs were evaluated. Characterization was performed by analytical instruments including UV-Vis spectroscopy, Fourier transform infrared (FT-IR) spectroscopy and X-ray diffraction (XRD) analyses, nanoparticle analyzer, and field emission scanning electron microscope (FE-SEM). The UV–Vis adsorption spectra of the ZnO NPs revealed a prominent peak at approximately 230 nm. The observed peaks in FTIR spectra align well with those reported in various studies on ZnO NPs. By microscopic observation and XRD validation, the spherical and hexagonal nature of ZnO NPs was confirmed. The pH and temperature used were effective on the particle size, so that the smallest NPs (16.4 nm) were obtained with the help of the most alkaline synthesis medium (pH 12) and oven drying (60 °C). While the largest dimension (63 nm) corresponded to the NPs synthesized under the lowest pH (8) and dried with a 500 °C furnace. Synthesized NPs exhibited high antioxidant properties. The small sizes of biosynthesized ZnO NPs and their phytochemical-coated surfaces affected their biological activity. The cytotoxic impact of NPs on the gastric cancer cells was dose-dependent, and IC<sub>50</sub> values for ZnO prepared at 60 and 500 °C (coded as ZnO-60 and ZnO-500) were 35.11 and 42.7 μg/mL respectively. In addition, they were potent antimicrobial agents against Gram-negative bacteria <em>Escherichia coli</em> and 3 strains of <em>Helicobacter pylori</em>, and Gram-positive bacterium <em>Staphylococcus aureus</em>. The green synthesis of ZnO NPs represents a sustainable approach that minimizes environmental impact while producing effective nanomaterials. By using natural plant extracts, researchers can develop cost-effective and eco-friendly methods for NP production, enhancing their potential applications across diverse sectors such as medical fields, environmental science, and materials engineering.</div></div>","PeriodicalId":13581,"journal":{"name":"Industrial Crops and Products","volume":"242 ","pages":"Article 122785"},"PeriodicalIF":6.2,"publicationDate":"2026-02-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146184540","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"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
Direct production of regenerated cellulose films from pretreated corn stover using NMMO/water: Effects of pretreatment and crosslinking on film properties 用NMMO/水直接从预处理玉米秸秆生产再生纤维素薄膜:预处理和交联对薄膜性能的影响
IF 5.9 1区 农林科学 Q1 AGRICULTURAL ENGINEERING Pub Date : 2026-02-11 DOI: 10.1016/j.indcrop.2026.122827
Juping Yuan, Benkun Qi, Jianquan Luo, Yinhua Wan, Shuyi Li, Zhenzhou Zhu
{"title":"Direct production of regenerated cellulose films from pretreated corn stover using NMMO/water: Effects of pretreatment and crosslinking on film properties","authors":"Juping Yuan, Benkun Qi, Jianquan Luo, Yinhua Wan, Shuyi Li, Zhenzhou Zhu","doi":"10.1016/j.indcrop.2026.122827","DOIUrl":"https://doi.org/10.1016/j.indcrop.2026.122827","url":null,"abstract":"","PeriodicalId":13581,"journal":{"name":"Industrial Crops and Products","volume":"2 1","pages":""},"PeriodicalIF":5.9,"publicationDate":"2026-02-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146152917","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"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
Multi-omics analysis unveils the mechanisms underlying senescence-color-fragrance changes in cut roses (Rosa hybrida cv. Tineke) under short-term high-temperature treatment 多组学分析揭示了切花玫瑰(Rosa hybrida cv.)衰老-颜色-香味变化的机制。在短期高温处理下
IF 6.2 1区 农林科学 Q1 AGRICULTURAL ENGINEERING Pub Date : 2026-02-11 DOI: 10.1016/j.indcrop.2026.122869
Chen Zhu , Chengshun Liu , Guotai Jian , Lanting Zeng , Jiajia Qian
Roses, as one of the world's four major cut flowers, hold significant commercial value. Most existing research focuses on postharvest preservation to extend the shelf life, with little attention to balancing senescence, color, and fragrance. The effects of different temperatures (5 °C, 15 °C, and 30 °C) and durations (12 h and 24 h) treatments on the senescence, color, and fragrance of Rosa hybrida cultivar Tineke were investigated through metabolome, transcriptome, and double-stranded RNA (dsRNA)-mediated gene silencing strategy. After 12 h of exposure, the 30 °C treatment markedly improved the fragrance of cut roses, with no significant impacts on their shelf life or color, in contrast to the 5 °C and 15 °C treatments. Conversely, prolonged treatment at 30 °C for 24 h exerted adverse effects on both fragrance quality and shelf life. Additionally, short-term high-temperature treatment did not affect the petal color. Overall, short-term high-temperature treatment most effectively enhances cut rose quality. Treatment at 30 °C for 12 h induced the highest accumulation of the crucial floral fragrance compound 2-phenylethanol (2PE), which was mediated by alternative splicing (AS)-driven changes in the expression of full-length transcripts and AS transcripts. A high RhAAAT2 expression may be a critical factor in promoting increased 2PE accumulation in cut roses. This study revealed a novel mechanism of temperature-triggered AS regulating fragrance synthesis in cut flowers. It provides a promising physical strategy for balancing the preservation of cut flowers with improving their quality, showcasing significant potential for practical application.
玫瑰作为世界四大切花之一,具有重要的商业价值。现有的研究大多集中在采后保存以延长保质期,很少关注衰老,颜色和香味的平衡。通过代谢组学、转录组学和双链RNA (dsRNA)介导的基因沉默策略,研究了不同温度(5°C、15°C和30°C)和处理时间(12 h和24 h)对玫瑰(Rosa hybrida)品种Tineke衰老、颜色和香味的影响。暴露12 h后,与5°C和15°C处理相比,30°C处理显著改善了切花玫瑰的香味,对其保质期或颜色没有显著影响。相反,在30°C下长时间处理24 h对香味质量和保质期都有不利影响。此外,短期高温处理对花瓣颜色没有影响。总体而言,短期高温处理最有效地提高了月季切花品质。在30°C下处理12 h后,关键的花香化合物2-苯乙醇(2PE)的积累量最高,这是由选择性剪接(AS)驱动的全长转录本和AS转录本表达变化介导的。高表达的RhAAAT2可能是促进切花月季2PE积累增加的关键因素。本研究揭示了一种温度触发的AS调控切花香味合成的新机制。它为平衡切花的保存和提高切花的质量提供了一种有前途的物理策略,显示出巨大的实际应用潜力。
{"title":"Multi-omics analysis unveils the mechanisms underlying senescence-color-fragrance changes in cut roses (Rosa hybrida cv. Tineke) under short-term high-temperature treatment","authors":"Chen Zhu ,&nbsp;Chengshun Liu ,&nbsp;Guotai Jian ,&nbsp;Lanting Zeng ,&nbsp;Jiajia Qian","doi":"10.1016/j.indcrop.2026.122869","DOIUrl":"10.1016/j.indcrop.2026.122869","url":null,"abstract":"<div><div>Roses, as one of the world's four major cut flowers, hold significant commercial value. Most existing research focuses on postharvest preservation to extend the shelf life, with little attention to balancing senescence, color, and fragrance. The effects of different temperatures (5 °C, 15 °C, and 30 °C) and durations (12 h and 24 h) treatments on the senescence, color, and fragrance of <em>Rosa hybrida</em> cultivar Tineke were investigated through metabolome, transcriptome, and double-stranded RNA (dsRNA)-mediated gene silencing strategy. After 12 h of exposure, the 30 °C treatment markedly improved the fragrance of cut roses, with no significant impacts on their shelf life or color, in contrast to the 5 °C and 15 °C treatments. Conversely, prolonged treatment at 30 °C for 24 h exerted adverse effects on both fragrance quality and shelf life. Additionally, short-term high-temperature treatment did not affect the petal color. Overall, short-term high-temperature treatment most effectively enhances cut rose quality. Treatment at 30 °C for 12 h induced the highest accumulation of the crucial floral fragrance compound 2-phenylethanol (2PE), which was mediated by alternative splicing (AS)-driven changes in the expression of full-length transcripts and AS transcripts. A high <em>RhAAAT2</em> expression may be a critical factor in promoting increased 2PE accumulation in cut roses. This study revealed a novel mechanism of temperature-triggered AS regulating fragrance synthesis in cut flowers. It provides a promising physical strategy for balancing the preservation of cut flowers with improving their quality, showcasing significant potential for practical application.</div></div>","PeriodicalId":13581,"journal":{"name":"Industrial Crops and Products","volume":"242 ","pages":"Article 122869"},"PeriodicalIF":6.2,"publicationDate":"2026-02-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146160819","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"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
A glycoprotein from Salvia miltiorrhiza bunge: Insights into their chemical characteristics and antioxidant activity 从丹参中提取的糖蛋白:对其化学特性和抗氧化活性的研究
IF 6.2 1区 农林科学 Q1 AGRICULTURAL ENGINEERING Pub Date : 2026-02-11 DOI: 10.1016/j.indcrop.2026.122876
Haiqiang Zhang , Kanglin Liu , Linlin Zheng , Jingyi Zhang , Yurun Xue , Junxue Li , Anqi Lu , Yanzhong Chang , Shengjiang Guan , Jie Cheng
A glycoprotein (DSGP) from Salvia miltiorrhiza Bunge was purified by Tris-HCl extraction followed by DEAE-52 ion exchange chromatography. The approximate molecular weight (25.0 kDa) and monomeric nature were determined by reduced and non-reduced SDS-PAGE. The structure of DSGP was characterized by a practical and reliable “protein-polysaccharide analyzed by spectroscopy combined with chemical analysis” strategy. This study is the first to demonstrate that DSGP is an O-linked glucomannan protein, wherein its glycan moiety is a glucomannan chain with an average degree of polymerization (DP) of approximately 7. Hemagglutination assays confirmed that DSGP lacks lectin activity, indicating favorable safety properties. DSGP exhibits significant free radical scavenging activity and a unique advantage over ascorbic acid, namely that it does not produce hydrogen peroxide (H₂O₂) when exerting its antioxidant effects. In addition, as a hydrophilic colloid, DSGP can inhibit the sedimentation of pulp particles by enhancing electrostatic repulsion within the system, thereby exerting an excellent stabilizing effect on fruit juices. Therefore, these results suggested that glycoprotein DSGP could be used as a natural antioxidant and stabilizer in beverage industry.
采用Tris-HCl萃取,DEAE-52离子交换层析纯化丹参糖蛋白(DSGP)。通过还原和非还原SDS-PAGE测定了其近似分子量(25.0 kDa)和单体性质。采用实用可靠的“蛋白质-多糖光谱结合化学分析”策略对DSGP进行了结构表征。本研究首次证明了DSGP是一种o键型葡甘露聚糖蛋白,其中其聚糖部分是一个平均聚合度(DP)约为7的葡甘露聚糖链。血凝试验证实DSGP缺乏凝集素活性,表明其具有良好的安全性。DSGP具有显著的自由基清除活性和抗坏血酸的独特优势,即在发挥其抗氧化作用时不会产生过氧化氢(H₂O₂)。此外,DSGP作为一种亲水性胶体,可以通过增强体系内的静电斥力来抑制果肉颗粒的沉降,从而对果汁起到极佳的稳定作用。综上所述,糖蛋白DSGP可作为饮料工业的天然抗氧化剂和稳定剂。
{"title":"A glycoprotein from Salvia miltiorrhiza bunge: Insights into their chemical characteristics and antioxidant activity","authors":"Haiqiang Zhang ,&nbsp;Kanglin Liu ,&nbsp;Linlin Zheng ,&nbsp;Jingyi Zhang ,&nbsp;Yurun Xue ,&nbsp;Junxue Li ,&nbsp;Anqi Lu ,&nbsp;Yanzhong Chang ,&nbsp;Shengjiang Guan ,&nbsp;Jie Cheng","doi":"10.1016/j.indcrop.2026.122876","DOIUrl":"10.1016/j.indcrop.2026.122876","url":null,"abstract":"<div><div>A glycoprotein (DSGP) from <em>Salvia miltiorrhiza</em> Bunge was purified by Tris-HCl extraction followed by DEAE-52 ion exchange chromatography. The approximate molecular weight (25.0 kDa) and monomeric nature were determined by reduced and non-reduced SDS-PAGE. The structure of DSGP was characterized by a practical and reliable “protein-polysaccharide analyzed by spectroscopy combined with chemical analysis” strategy. This study is the first to demonstrate that DSGP is an <em>O</em>-linked glucomannan protein, wherein its glycan moiety is a glucomannan chain with an average degree of polymerization (DP) of approximately 7. Hemagglutination assays confirmed that DSGP lacks lectin activity, indicating favorable safety properties. DSGP exhibits significant free radical scavenging activity and a unique advantage over ascorbic acid, namely that it does not produce hydrogen peroxide (H₂O₂) when exerting its antioxidant effects. In addition, as a hydrophilic colloid, DSGP can inhibit the sedimentation of pulp particles by enhancing electrostatic repulsion within the system, thereby exerting an excellent stabilizing effect on fruit juices. Therefore, these results suggested that glycoprotein DSGP could be used as a natural antioxidant and stabilizer in beverage industry.</div></div>","PeriodicalId":13581,"journal":{"name":"Industrial Crops and Products","volume":"242 ","pages":"Article 122876"},"PeriodicalIF":6.2,"publicationDate":"2026-02-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146147649","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"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
Corrigendum to “Integrated metabolomics and sensoryomics reveal scent diversification of 20 iris species for fragrance-targeted breeding” [Ind. Crops Prod. 239 (2026) 122537] “综合代谢组学和感觉组学揭示了20种鸢尾花的气味多样性,用于香味目标育种”的勘误表[Ind. Crops Prod. 239 (2026) 122537]
IF 5.9 1区 农林科学 Q1 AGRICULTURAL ENGINEERING Pub Date : 2026-02-11 DOI: 10.1016/j.indcrop.2026.122759
Junming Sun, Jinxue Du, Yameng Lv, Yingxi Zhao, Yafei Niu, Lu Jing, Kexin Tian, Chuhan Zhi, Qian Lou, Ying Zhu, Haiying Chen, Hongwu Chen
{"title":"Corrigendum to “Integrated metabolomics and sensoryomics reveal scent diversification of 20 iris species for fragrance-targeted breeding” [Ind. Crops Prod. 239 (2026) 122537]","authors":"Junming Sun, Jinxue Du, Yameng Lv, Yingxi Zhao, Yafei Niu, Lu Jing, Kexin Tian, Chuhan Zhi, Qian Lou, Ying Zhu, Haiying Chen, Hongwu Chen","doi":"10.1016/j.indcrop.2026.122759","DOIUrl":"https://doi.org/10.1016/j.indcrop.2026.122759","url":null,"abstract":"","PeriodicalId":13581,"journal":{"name":"Industrial Crops and Products","volume":"316 1","pages":""},"PeriodicalIF":5.9,"publicationDate":"2026-02-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146152915","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"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
Thermal curing of Tung oil for hydrophobic and recyclable cellulose-based packaging 疏水和可回收纤维素基包装用桐油的热固化
IF 6.2 1区 农林科学 Q1 AGRICULTURAL ENGINEERING Pub Date : 2026-02-11 DOI: 10.1016/j.indcrop.2026.122858
Giorgia Giusti , Julien Bras , Eleonora Balducci , Fabrizio Pucci , Fiorenzo Parrinello , Naceur Belgacem , Chiara Gualandi
The extensive use of synthetic plastic-based materials in packaging raises serious environmental and health concerns, driving the search for sustainable alternatives. Cellulose, as a renewable bio-based polymer, presents a promising solution; however, its hydrophilicity restricts its application in moisture-sensitive environments. The incorporation of bio-based coatings can enhance water resistance, yet scalable and efficient strategies remain a challenge in the food and beverage packaging sector. In this study, we present a fully bio-based coating system based on thermally polymerized Tung oil for producing functional cellulose-based materials with enhanced hydrophobicity. The influence of coating thickness, curing temperature, and curing time was investigated through ATR-FTIR, DSC, and TGA analyses, identifying 170 °C for 20 min as the optimal condition to achieve total crosslinking. After dispersion in dimethyl carbonate, Tung oil was applied to cellulose sheets and thermally cured, resulting in significantly improved water repellence while complying with European food contact regulations, as demonstrated by migration tests. Notably, the system was successfully integrated into commercial cellulose substrates, enabling the thermo-forming of 3D structures. Even at only 1 w/w % Tung oil loading, the water absorption of cellulose cups decreased by over 90 % compared to uncoated samples. Furthermore, recyclability tests confirmed that the thermo-formed cellulose objects treated with Tung oil remain completely recyclable into the paper stream. This study proposes a sustainable and potentially scalable strategy for the production of fully bio-based, recyclable, food compliant, and hydrophobic cellulose-based materials, offering a promising alternative to conventional plastic-based materials.
在包装中广泛使用合成塑料基材料引起了严重的环境和健康问题,促使人们寻找可持续的替代品。纤维素作为一种可再生的生物基聚合物,是一种很有前途的解决方案;然而,其亲水性限制了其在水分敏感环境中的应用。生物基涂料的结合可以增强耐水性,但可扩展和高效的策略仍然是食品和饮料包装领域的一个挑战。在这项研究中,我们提出了一种基于热聚合桐油的全生物基涂层体系,用于生产具有增强疏水性的功能性纤维素基材料。通过ATR-FTIR、DSC和TGA分析,考察了涂层厚度、固化温度和固化时间的影响,确定170°C、20 min是实现全交联的最佳条件。在碳酸二甲酯中分散后,将桐油涂在纤维素片上并进行热固化,结果显着提高了拒水性,同时符合欧洲食品接触法规,这是由迁移测试证明的。值得注意的是,该系统成功地集成到商用纤维素基质中,实现了3D结构的热成型。即使只有1 w/w %的桐油负荷,纤维素杯的吸水率也比未涂覆的样品下降了90% %以上。此外,可回收性测试证实,用桐油处理的热形成的纤维素物体仍然完全可回收到纸流中。这项研究提出了一种可持续的、潜在的可扩展策略,用于生产完全生物基的、可回收的、符合食品要求的、疏水的纤维素基材料,为传统的塑料基材料提供了一种有前途的替代品。
{"title":"Thermal curing of Tung oil for hydrophobic and recyclable cellulose-based packaging","authors":"Giorgia Giusti ,&nbsp;Julien Bras ,&nbsp;Eleonora Balducci ,&nbsp;Fabrizio Pucci ,&nbsp;Fiorenzo Parrinello ,&nbsp;Naceur Belgacem ,&nbsp;Chiara Gualandi","doi":"10.1016/j.indcrop.2026.122858","DOIUrl":"10.1016/j.indcrop.2026.122858","url":null,"abstract":"<div><div>The extensive use of synthetic plastic-based materials in packaging raises serious environmental and health concerns, driving the search for sustainable alternatives. Cellulose, as a renewable bio-based polymer, presents a promising solution; however, its hydrophilicity restricts its application in moisture-sensitive environments. The incorporation of bio-based coatings can enhance water resistance, yet scalable and efficient strategies remain a challenge in the food and beverage packaging sector. In this study, we present a fully bio-based coating system based on thermally polymerized Tung oil for producing functional cellulose-based materials with enhanced hydrophobicity. The influence of coating thickness, curing temperature, and curing time was investigated through ATR-FTIR, DSC, and TGA analyses, identifying 170 °C for 20 min as the optimal condition to achieve total crosslinking. After dispersion in dimethyl carbonate, Tung oil was applied to cellulose sheets and thermally cured, resulting in significantly improved water repellence while complying with European food contact regulations, as demonstrated by migration tests. Notably, the system was successfully integrated into commercial cellulose substrates, enabling the thermo-forming of 3D structures. Even at only 1 w/w % Tung oil loading, the water absorption of cellulose cups decreased by over 90 % compared to uncoated samples. Furthermore, recyclability tests confirmed that the thermo-formed cellulose objects treated with Tung oil remain completely recyclable into the paper stream. This study proposes a sustainable and potentially scalable strategy for the production of fully bio-based, recyclable, food compliant, and hydrophobic cellulose-based materials, offering a promising alternative to conventional plastic-based materials.</div></div>","PeriodicalId":13581,"journal":{"name":"Industrial Crops and Products","volume":"242 ","pages":"Article 122858"},"PeriodicalIF":6.2,"publicationDate":"2026-02-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146147648","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"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 valorization of functional phytochemicals from Polygonum multiflorum using natural deep eutectic solvents (NADES) 天然深共熔溶剂(NADES)对何先乌中功能性植物化学物质的可持续增值研究
IF 6.2 1区 农林科学 Q1 AGRICULTURAL ENGINEERING Pub Date : 2026-02-11 DOI: 10.1016/j.indcrop.2025.122498
Kyeong-Ok Choi , Yeongjun Ban , Youngmin Kang
This study applied a natural deep eutectic solvent (NADES) consisting of malic acid and choline chloride for bioactive compound extraction from Reynoutria multiflora (Thunb.) Moldenke (syn. Polygonum multiflorum thunb), an important medicinal and agricultural resource. Optimization with 10 % water addition yielded a 90 % NADES system that significantly improved viscosity and mass transfer. The optimized extract provided higher or comparable yields of 2,3,5,4′-tetrahydroxystilbene-2-O-β-D-glucoside (THSG), emodin, and physcion compared with hot water or 70 % ethanol extracts. It also showed the highest enrichment of polymeric tannins and exhibited superior antioxidant capacity across multiple assays. GC/MS-based profiling and PLS-DA revealed a distinct volatile spectrum, while the extract demonstrated strong lipid peroxidation inhibition and COX-2 suppression, indicating its multifunctional bioactivity. Beyond laboratory performance, this approach emphasizes industrial relevance. The use of food compatible NADES offers a biodegradable, safe, and industrially viable alternative to conventional solvents for efficient extraction of bioactive compounds. The enhanced phytochemical recovery and multifunctional activities highlight the potential of P. multiflorum as a renewable crop resource for high-value applications in functional foods, nutraceuticals, pharmaceuticals, and natural preservatives. Furthermore, the strategy may be extended to other underutilized crops and agricultural by-products, promoting circular economy practices and adding value to medicinal plant resources.
本研究采用由苹果酸和氯化胆碱组成的天然深共溶溶剂(NADES)提取多花鸡的生物活性成分。何首乌,一种重要的药用和农业资源。添加10% %水的优化得到了90% %的NADES体系,显著改善了粘度和传质。与热水或70% %乙醇提取物相比,优化后的提取物可提供更高或相当的2,3,5,4 ' -四羟基二苯乙烯-2- o -β- d -葡萄糖苷(THSG),大黄素和物理收率。它还显示了最高富集的聚合单宁,并表现出优异的抗氧化能力,跨越多个分析。GC/ ms和PLS-DA分析显示,该提取物具有明显的挥发性,具有较强的脂质过氧化抑制作用和COX-2抑制作用,具有多种生物活性。除了实验室性能,这种方法强调工业相关性。使用与食品相容的NADES提供了一种可生物降解的、安全的、工业上可行的替代传统溶剂,用于有效提取生物活性化合物。多花何首花具有较强的植物化学恢复能力和多种功能活性,是一种可再生作物资源,在功能食品、保健品、药品和天然防腐剂等方面具有很高的应用价值。此外,该战略可扩展到其他未充分利用的作物和农业副产品,促进循环经济做法并增加药用植物资源的价值。
{"title":"Sustainable valorization of functional phytochemicals from Polygonum multiflorum using natural deep eutectic solvents (NADES)","authors":"Kyeong-Ok Choi ,&nbsp;Yeongjun Ban ,&nbsp;Youngmin Kang","doi":"10.1016/j.indcrop.2025.122498","DOIUrl":"10.1016/j.indcrop.2025.122498","url":null,"abstract":"<div><div>This study applied a natural deep eutectic solvent (NADES) consisting of malic acid and choline chloride for bioactive compound extraction from <em>Reynoutria multiflora</em> (Thunb.) Moldenke (syn. <em>Polygonum multiflorum thunb</em>), an important medicinal and agricultural resource. Optimization with 10 % water addition yielded a 90 % NADES system that significantly improved viscosity and mass transfer. The optimized extract provided higher or comparable yields of 2,3,5,4′-tetrahydroxystilbene-2-O-β-<span>D</span>-glucoside (THSG), emodin, and physcion compared with hot water or 70 % ethanol extracts. It also showed the highest enrichment of polymeric tannins and exhibited superior antioxidant capacity across multiple assays. GC/MS-based profiling and PLS-DA revealed a distinct volatile spectrum, while the extract demonstrated strong lipid peroxidation inhibition and COX-2 suppression, indicating its multifunctional bioactivity. Beyond laboratory performance, this approach emphasizes industrial relevance. The use of food compatible NADES offers a biodegradable, safe, and industrially viable alternative to conventional solvents for efficient extraction of bioactive compounds. The enhanced phytochemical recovery and multifunctional activities highlight the potential of <em>P. multiflorum</em> as a renewable crop resource for high-value applications in functional foods, nutraceuticals, pharmaceuticals, and natural preservatives. Furthermore, the strategy may be extended to other underutilized crops and agricultural by-products, promoting circular economy practices and adding value to medicinal plant resources.</div></div>","PeriodicalId":13581,"journal":{"name":"Industrial Crops and Products","volume":"242 ","pages":"Article 122498"},"PeriodicalIF":6.2,"publicationDate":"2026-02-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146147650","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"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
Integrated metabolomics and transcriptomics reveal mechanisms underlying high-yield accumulation of 10-deacetylbaccatin III, baccatin III, and 10-deacetyltaxol in Taxus mairei twigs 综合代谢组学和转录组学揭示了10-去乙酰baccatin III、baccatin III和10-去乙酰紫杉醇在红豆杉(Taxus marei)枝条中高产积累的机制
IF 6.2 1区 农林科学 Q1 AGRICULTURAL ENGINEERING Pub Date : 2026-02-10 DOI: 10.1016/j.indcrop.2026.122875
Liming Huang , Feifan Zhao , Xiangfei Fu , Bin Wang , Longjiang Yu , Chunhua Fu
Taxus renewable twigs produce valuable taxanes, notably anticancer drug paclitaxel and its key intermediates, including 10-deacetylbaccatin III (10DAB), baccatin III (B-III), and 10-deacetyltaxol (10DAT). However, incomplete understanding of taxane biosynthetic networks and their regulatory mechanisms across species and developmental stages limits targeted genetic improvement of these medicinal plants. Here, we integrated metabolomics and transcriptomics to analyze taxane accumulation and associated biosynthetic gene expression patterns in three high-yielding (10DAB- or paclitaxel-rich) Taxus accessions (HZDNF, HZDDB, HZDMDY) twigs across developmental stages grown under uniform environmental conditions. Our study identified 55 distinct taxanes and 140 differentially expressed genes (DEGs) related to paclitaxel biosynthesis, enabling construction of relatively comprehensive metabolic networks and gene co-expression patterns. The HZDNF variety, particularly its young twigs (NF-new), showed exceptional production of most 6/8/6/4-taxanes (including 10DAB, B-III, and 10DAT), outperforming other varieties. This correlated with elevated expression of 42 potentially biosynthetic genes, including 10 putative rate-limiting enzyme genes. Furthermore, weighted gene co-expression network analysis (WGCNA) revealed 34 core DEGs from the above-mentioned 42 candidates, along with 13 potential master transcriptional factors (TFs). These TFs might enhance core DEGs expression via direct or indirect means, thereby boosting 10DAB/B-III/10DAT accumulation and high yield. Subsequent functional verification for two representative TFs of 13 candidates through transient overexpression, confirmed that two novel TFs (bHLH-16 and zf-HD-6) significantly enhance 10DAB/10DAT production by activating key DEGs (T7βOH-1, T10βOH-2 and BAPT-2). These findings advance understanding of taxane biosynthesis (especially 10DAB, B-III and 10DAT), providing targets for metabolic engineering of taxanes and Taxus germplasm improvement.
红豆杉可再生枝可生产有价值的紫杉烷,特别是抗癌药物紫杉醇及其关键中间体,包括10-去乙酰baccatin III (10DAB), baccatin III (B-III)和10-去乙酰紫杉醇(10DAT)。然而,对紫杉烷生物合成网络及其跨物种和发育阶段调控机制的不完全了解限制了这些药用植物的靶向遗传改良。在这里,我们整合代谢组学和转录组学分析了在统一环境条件下生长的三种高产(富含10DAB或紫杉醇)红豆杉材料(HZDNF, HZDDB, HZDMDY)不同发育阶段的紫杉醇积累和相关生物合成基因表达模式。我们的研究鉴定了55种不同的紫杉醇类和140个与紫杉醇生物合成相关的差异表达基因(DEGs),从而构建了相对全面的代谢网络和基因共表达模式。HZDNF品种,特别是其幼枝(NF-new),表现出大多数6/8/6/4-紫杉烷(包括10DAB、B-III和10DAT)的优异产量,优于其他品种。这与42个潜在的生物合成基因的表达升高相关,包括10个假定的限速酶基因。此外,加权基因共表达网络分析(WGCNA)从上述42个候选基因中发现了34个核心基因,以及13个潜在的主转录因子(TFs)。这些TFs可能通过直接或间接的方式增强核心DEGs的表达,从而促进10DAB/B-III/10DAT的积累和高产。随后通过瞬时过表达对13个候选TFs中的两个代表性TFs进行功能验证,证实了两个新的TFs (bHLH-16和zf-HD-6)通过激活关键DEGs (T7βOH-1、T10βOH-2和bpt -2)显著增强10DAB/10DAT的产生。这些发现促进了对紫杉烷(特别是10DAB、B-III和10DAT)生物合成的认识,为紫杉烷代谢工程和红豆杉种质改良提供了靶点。
{"title":"Integrated metabolomics and transcriptomics reveal mechanisms underlying high-yield accumulation of 10-deacetylbaccatin III, baccatin III, and 10-deacetyltaxol in Taxus mairei twigs","authors":"Liming Huang ,&nbsp;Feifan Zhao ,&nbsp;Xiangfei Fu ,&nbsp;Bin Wang ,&nbsp;Longjiang Yu ,&nbsp;Chunhua Fu","doi":"10.1016/j.indcrop.2026.122875","DOIUrl":"10.1016/j.indcrop.2026.122875","url":null,"abstract":"<div><div><em>Taxus</em> renewable twigs produce valuable taxanes, notably anticancer drug paclitaxel and its key intermediates, including 10-deacetylbaccatin III (10DAB), baccatin III (B-III), and 10-deacetyltaxol (10DAT). However, incomplete understanding of taxane biosynthetic networks and their regulatory mechanisms across species and developmental stages limits targeted genetic improvement of these medicinal plants. Here, we integrated metabolomics and transcriptomics to analyze taxane accumulation and associated biosynthetic gene expression patterns in three high-yielding (10DAB- or paclitaxel-rich) <em>Taxus</em> accessions (HZDNF, HZDDB, HZDMDY) twigs across developmental stages grown under uniform environmental conditions. Our study identified 55 distinct taxanes and 140 differentially expressed genes (DEGs) related to paclitaxel biosynthesis, enabling construction of relatively comprehensive metabolic networks and gene co-expression patterns. The HZDNF variety, particularly its young twigs (NF-new), showed exceptional production of most 6/8/6/4-taxanes (including 10DAB, B-III, and 10DAT), outperforming other varieties. This correlated with elevated expression of 42 potentially biosynthetic genes, including 10 putative rate-limiting enzyme genes. Furthermore, weighted gene co-expression network analysis (WGCNA) revealed 34 core DEGs from the above-mentioned 42 candidates, along with 13 potential master transcriptional factors (TFs). These TFs might enhance core DEGs expression via direct or indirect means, thereby boosting 10DAB/B-III/10DAT accumulation and high yield. Subsequent functional verification for two representative TFs of 13 candidates through transient overexpression, confirmed that two novel TFs (bHLH-16 and zf-HD-6) significantly enhance 10DAB/10DAT production by activating key DEGs (<em>T7βOH-1</em>, <em>T10βOH-2</em> and <em>BAPT-2</em>). These findings advance understanding of taxane biosynthesis (especially 10DAB, B-III and 10DAT), providing targets for metabolic engineering of taxanes and <em>Taxus</em> germplasm improvement.</div></div>","PeriodicalId":13581,"journal":{"name":"Industrial Crops and Products","volume":"241 ","pages":"Article 122875"},"PeriodicalIF":6.2,"publicationDate":"2026-02-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146146690","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"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
Multi-trait evaluation and selection of elite Cunninghamia lanceolata provenances for high-quality, large-diameter and knot-free timber 优质大径无结杉木优良种源的多性状评价与选择
IF 5.9 1区 农林科学 Q1 AGRICULTURAL ENGINEERING Pub Date : 2026-02-10 DOI: 10.1016/j.indcrop.2026.122868
Fenglin Chen, Jun Peng, Yuhui Jiang, Lang Shi, Junjiao Ma, XiangQing Ma, Zhengying Cao, Ming Li
{"title":"Multi-trait evaluation and selection of elite Cunninghamia lanceolata provenances for high-quality, large-diameter and knot-free timber","authors":"Fenglin Chen, Jun Peng, Yuhui Jiang, Lang Shi, Junjiao Ma, XiangQing Ma, Zhengying Cao, Ming Li","doi":"10.1016/j.indcrop.2026.122868","DOIUrl":"https://doi.org/10.1016/j.indcrop.2026.122868","url":null,"abstract":"","PeriodicalId":13581,"journal":{"name":"Industrial Crops and Products","volume":"95 1","pages":""},"PeriodicalIF":5.9,"publicationDate":"2026-02-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146152921","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"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
Overcoming impurity interference: Cotton fiber length measurement based on FI-Unet combined with CAGAN image segmentation and restoration 克服杂质干扰:基于FI-Unet结合CAGAN图像分割与恢复的棉纤维长度测量
IF 6.2 1区 农林科学 Q1 AGRICULTURAL ENGINEERING Pub Date : 2026-02-10 DOI: 10.1016/j.indcrop.2026.122733
Jinqiang Chang , Jianqiang Zhang , Liang Fang , Kang Liu , Hongwei Duan , Ruoyu Zhang
Cotton fiber length is not only a key indicator for determining cotton quality, but also an important basis for parameter control and grading during cotton processing. To address the challenges of accurately detecting fiber length of machine-picked cotton with high impurity content during pre-purchase inspections, a novel method combining FI-Unet for image segmentation and CAGAN for image restoration is proposed, which effectively reduces impurity interference. Models for predicting upper half mean length (UHML) and length uniformity (UI) are developed by extracting grayscale, pixel count, and contour features from transmission images of fibers and applying ensemble learning. The prediction results demonstrate strong performance of the model. The UHML prediction achieves an R2 (coefficient of determination) of 0.977, a RMSE (root-mean-squared error) of 0.274 mm, and a MAE (mean absolute error) of 0.210 mm, while the UI prediction yields an R2 of 0.811, a RMSE of 1.054 %, and a MAE of 0.998 %. For impurity segmentation, the FI-Unet model incorporates residual blocks and a multi-scale spatial attention mechanism during downsampling to enhance low-level feature extraction and region focus. During upsampling, an improved CBAM (convolutional block attention module) module establishes a multi-scale channel-space attention mechanism to refine detail perception. The model achieves an accuracy of 99.87 %, an F1-score of 97.59 %, and an MIOU of 97.60 % in image segmentation. Subsequent CAGAN-based restoration of impurity-occlued regions attains a PSNR (peak signal-to-noise ratio) of 39.16 and a SSIM (structural similarity index) of 0.97. Post-restoration analysis shows further improvements in UHML and UI prediction, with R2 increasing by 0.017 and 0.059, RMSE decreasing by 0.097 mm and 0.153 %, and MAE decreasing by 0.044 mm and 0.161 %, respectively. This study results contribute greatly to the enhancement of the accuracy and robustness of cotton fiber length detection under varying impurity conditions.
棉纤维长度是决定棉花品质的关键指标,也是棉花加工过程中参数控制和分级的重要依据。针对机采高杂质棉在预检中难以准确检测出纤维长度的问题,提出了一种将FI-Unet图像分割与CAGAN图像恢复相结合的新方法,有效地降低了杂质干扰。通过从纤维传输图像中提取灰度、像素数和轮廓特征并应用集成学习,建立了上半平均长度(UHML)和长度均匀性(UI)的预测模型。预测结果表明,该模型具有较好的预测性能。uhtml预测的R2(决定系数)为0.977,RMSE(均方根误差)为0.274 mm, MAE(平均绝对误差)为0.210 mm,而UI预测的R2为0.811,RMSE为1.054 %,MAE为0.998 %。对于杂质分割,FI-Unet模型在降采样过程中结合了残差块和多尺度空间注意机制,以增强底层特征提取和区域聚焦。在上采样过程中,改进的CBAM(卷积块注意模块)模块建立了多尺度通道空间注意机制来细化细节感知。该模型在图像分割方面的准确率为99.87 %,f1分数为97.59 %,MIOU为97.60 %。随后基于cagan的杂质封闭区域恢复获得了39.16的PSNR(峰值信噪比)和0.97的SSIM(结构相似指数)。恢复后分析显示,UHML和UI预测进一步提高,R2分别提高0.017和0.059,RMSE分别降低0.097 mm和0.153 %,MAE分别降低0.044 mm和0.161 %。研究结果有助于提高不同杂质条件下棉纤维长度检测的准确性和稳健性。
{"title":"Overcoming impurity interference: Cotton fiber length measurement based on FI-Unet combined with CAGAN image segmentation and restoration","authors":"Jinqiang Chang ,&nbsp;Jianqiang Zhang ,&nbsp;Liang Fang ,&nbsp;Kang Liu ,&nbsp;Hongwei Duan ,&nbsp;Ruoyu Zhang","doi":"10.1016/j.indcrop.2026.122733","DOIUrl":"10.1016/j.indcrop.2026.122733","url":null,"abstract":"<div><div>Cotton fiber length is not only a key indicator for determining cotton quality, but also an important basis for parameter control and grading during cotton processing. To address the challenges of accurately detecting fiber length of machine-picked cotton with high impurity content during pre-purchase inspections, a novel method combining FI-Unet for image segmentation and CAGAN for image restoration is proposed, which effectively reduces impurity interference. Models for predicting upper half mean length (UHML) and length uniformity (UI) are developed by extracting grayscale, pixel count, and contour features from transmission images of fibers and applying ensemble learning. The prediction results demonstrate strong performance of the model. The UHML prediction achieves an <em>R</em><sup>2</sup> (coefficient of determination) of 0.977, a RMSE (root-mean-squared error) of 0.274 mm, and a MAE (mean absolute error) of 0.210 mm, while the UI prediction yields an <em>R</em><sup>2</sup> of 0.811, a RMSE of 1.054 %, and a MAE of 0.998 %. For impurity segmentation, the FI-Unet model incorporates residual blocks and a multi-scale spatial attention mechanism during downsampling to enhance low-level feature extraction and region focus. During upsampling, an improved CBAM (convolutional block attention module) module establishes a multi-scale channel-space attention mechanism to refine detail perception. The model achieves an accuracy of 99.87 %, an F1-score of 97.59 %, and an MIOU of 97.60 % in image segmentation. Subsequent CAGAN-based restoration of impurity-occlued regions attains a PSNR (peak signal-to-noise ratio) of 39.16 and a SSIM (structural similarity index) of 0.97. Post-restoration analysis shows further improvements in UHML and UI prediction, with <em>R</em><sup>2</sup> increasing by 0.017 and 0.059, RMSE decreasing by 0.097 mm and 0.153 %, and MAE decreasing by 0.044 mm and 0.161 %, respectively. This study results contribute greatly to the enhancement of the accuracy and robustness of cotton fiber length detection under varying impurity conditions.</div></div>","PeriodicalId":13581,"journal":{"name":"Industrial Crops and Products","volume":"241 ","pages":"Article 122733"},"PeriodicalIF":6.2,"publicationDate":"2026-02-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146152919","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"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
期刊
Industrial Crops and Products
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1