{"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}
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.
{"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 , Chengshun Liu , Guotai Jian , Lanting Zeng , 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}
Pub Date : 2026-02-11DOI: 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.
{"title":"A glycoprotein from Salvia miltiorrhiza bunge: Insights into their chemical characteristics and antioxidant activity","authors":"Haiqiang Zhang , Kanglin Liu , Linlin Zheng , Jingyi Zhang , Yurun Xue , Junxue Li , Anqi Lu , Yanzhong Chang , Shengjiang Guan , 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}
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.
{"title":"Thermal curing of Tung oil for hydrophobic and recyclable cellulose-based packaging","authors":"Giorgia Giusti , Julien Bras , Eleonora Balducci , Fabrizio Pucci , Fiorenzo Parrinello , Naceur Belgacem , 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}
Pub Date : 2026-02-11DOI: 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 , Yeongjun Ban , 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}
Pub Date : 2026-02-10DOI: 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 , Feifan Zhao , Xiangfei Fu , Bin Wang , Longjiang Yu , 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}
Pub Date : 2026-02-10DOI: 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}
Pub Date : 2026-02-10DOI: 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.
{"title":"Overcoming impurity interference: Cotton fiber length measurement based on FI-Unet combined with CAGAN image segmentation and restoration","authors":"Jinqiang Chang , Jianqiang Zhang , Liang Fang , Kang Liu , Hongwei Duan , 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}
Pub Date : 2026-02-10DOI: 10.1016/j.indcrop.2026.122867
Jianxin Zhao , Liwen Lu , Saierdaer Reyimu , Shen Qiu , Xiaofen Yao , Dandan Chen , Wajid Mahboob , Jie Peng , Xiaoqi Xie , Zhao Zhang , Guozheng Yang
For direct-seeded cotton production following wheat or rapeseed harvested in the Yangtze River Basin, competition of space and nutrients from regenerated seedlings of previous crops (they are weeds actually here) hinders cotton seedlings’growth. This study aims to elucidate the mechanisms of potential removal of the constrain by modifying a commercialized seed coating agent with different exogenous substances (potassium dihydrogen phosphate (PDP), glucose (Glc), and diethyl aminoethyl hexanoate (DA-6)). Treatments included a water control (CK), a basic seed coating agent (BSC), and BSC supplemented with graded levels of PDP (1–8 g L−1), Glc (1.6–6.4 g L−1), or DA-6 (5–320 mg L−1). Effects on seed emergence, seedling growth, photosynthetic traits, and leaf anatomy were assessed through indoor, pot, and field experiments. Results indicated that 4 g L−1 PDP (PDP3) and 1.6 g L−1 Glc (Glc1) were more effective than other treatments, though no synergistic effects occurred when combined. PDP3 markedly improved seed emergence (93.33 %) and enhanced seedling leaf area, height, and biomass. It maintained auxin homeostasis by suppressing IAA oxidase (IAAO) activity, promoted upper epidermal cell expansion, and differentially regulated stomatal distribution, significantly increasing stomatal density on the upper epidermis by 37.0 % while decreasing it on the lower epidermis. PDP3 also elevated pigment content, ribulose-1,5-bisphosphate carboxylase (RuBPCase) activity, and net photosynthetic rate (13.70 % higher than CK), resulting in greater accumulation of soluble sugars and sucrose. Field trials further showed that PDP3-treated cotton sustained larger leaf area and higher photosynthetic efficiency in later stages, increasing seed cotton and fiber yields by 18.00 % and 24.00 %, respectively. These findings demonstrate that the modified coating agent, especially PDP3, promotes vigorous seedling establishment by orchestrating a coordinated physiological program involving auxin homeostasis, optimized stomatal anatomy, and enhanced photosynthetic capacity, thereby providing a novel strategy to overcome the early competition bottleneck in direct-seeded cotton systems.
在长江流域,小麦或油菜籽收获后直接播种棉花,以前作物的再生苗(在这里实际上是杂草)的空间和养分竞争阻碍了棉花幼苗的生长。本研究旨在阐明用不同外源物质(磷酸二氢钾(PDP)、葡萄糖(Glc)和己酸二乙基氨基乙酯(DA-6))修饰一种商品化种子包衣剂的潜在去除约束的机制。处理包括水分控制(CK),基本包衣剂(BSC)和BSC, BSC补充了分级水平的PDP(1 - 8 g L−1),Glc(1.6-6.4 g L−1)或DA-6(5-320 mg L−1)。通过室内、盆栽和田间试验,评价了不同处理对种子出苗、幼苗生长、光合性状和叶片解剖结构的影响。结果表明,4 g L−1 PDP (PDP3)和1.6 g L−1 Glc (Glc1)比其他处理更有效,但联合使用时没有增效作用。PDP3显著提高了种子出苗率(93.33 %),提高了幼苗叶面积、叶高和生物量。通过抑制IAA氧化酶(IAAO)活性维持生长素稳态,促进上表皮细胞增殖,差异调节气孔分布,显著提高上表皮气孔密度37.0 %,降低下表皮气孔密度。PDP3还提高了色素含量、核酮糖-1,5-二磷酸羧化酶(RuBPCase)活性和净光合速率(比CK高13.70 %),导致可溶性糖和蔗糖的积累更多。田间试验进一步表明,pdp3处理棉花后期叶面积增大,光合效率提高,籽棉和纤维产量分别提高18.00 %和24.00 %。这些发现表明,改性包衣剂,特别是PDP3,通过协调生长素稳态、优化气孔解剖结构和增强光合能力的生理程序来促进幼苗茁壮成长,从而为克服棉花直接播种系统的早期竞争瓶颈提供了一种新的策略。
{"title":"A modified seed coating agent enhanced cotton seedlings competitiveness via differential stomatal regulation and auxin-mediated leaf expansion","authors":"Jianxin Zhao , Liwen Lu , Saierdaer Reyimu , Shen Qiu , Xiaofen Yao , Dandan Chen , Wajid Mahboob , Jie Peng , Xiaoqi Xie , Zhao Zhang , Guozheng Yang","doi":"10.1016/j.indcrop.2026.122867","DOIUrl":"10.1016/j.indcrop.2026.122867","url":null,"abstract":"<div><div>For direct-seeded cotton production following wheat or rapeseed harvested in the Yangtze River Basin, competition of space and nutrients from regenerated seedlings of previous crops (they are weeds actually here) hinders cotton seedlings’growth. This study aims to elucidate the mechanisms of potential removal of the constrain by modifying a commercialized seed coating agent with different exogenous substances (potassium dihydrogen phosphate (PDP), glucose (Glc), and diethyl aminoethyl hexanoate (DA-6)). Treatments included a water control (CK), a basic seed coating agent (BSC), and BSC supplemented with graded levels of PDP (1–8 g L<sup>−1</sup>), Glc (1.6–6.4 g L<sup>−1</sup>), or DA-6 (5–320 mg L<sup>−1</sup>). Effects on seed emergence, seedling growth, photosynthetic traits, and leaf anatomy were assessed through indoor, pot, and field experiments. Results indicated that 4 g L<sup>−1</sup> PDP (PDP3) and 1.6 g L<sup>−1</sup> Glc (Glc1) were more effective than other treatments, though no synergistic effects occurred when combined. PDP3 markedly improved seed emergence (93.33 %) and enhanced seedling leaf area, height, and biomass. It maintained auxin homeostasis by suppressing IAA oxidase (IAAO) activity, promoted upper epidermal cell expansion, and differentially regulated stomatal distribution, significantly increasing stomatal density on the upper epidermis by 37.0 % while decreasing it on the lower epidermis. PDP3 also elevated pigment content, ribulose-1,5-bisphosphate carboxylase (RuBPCase) activity, and net photosynthetic rate (13.70 % higher than CK), resulting in greater accumulation of soluble sugars and sucrose. Field trials further showed that PDP3-treated cotton sustained larger leaf area and higher photosynthetic efficiency in later stages, increasing seed cotton and fiber yields by 18.00 % and 24.00 %, respectively. These findings demonstrate that the modified coating agent, especially PDP3, promotes vigorous seedling establishment by orchestrating a coordinated physiological program involving auxin homeostasis, optimized stomatal anatomy, and enhanced photosynthetic capacity, thereby providing a novel strategy to overcome the early competition bottleneck in direct-seeded cotton systems.</div></div>","PeriodicalId":13581,"journal":{"name":"Industrial Crops and Products","volume":"241 ","pages":"Article 122867"},"PeriodicalIF":6.2,"publicationDate":"2026-02-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146146691","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}