cherry tomato

樱桃番茄
  • 文章类型: Journal Article
    樱桃番茄因其各种颜色和营养成分而成为全球受欢迎的蔬菜。然而,颜色和风味的综合评价很少有报道。这项研究检查了红色之间的差异,棕色,黄色,和酒泉地区种植的绿色樱桃番茄。综合分析这些西红柿的风味品质,包括感官评价,电子鼻分析,营养和风味质量测量,靶向代谢组学,和化学计量学,进行了。红番茄的番茄红素含量最高,绿色西红柿的可溶性蛋白质和维生素C含量最高。在樱桃番茄中,K是最丰富的宏观元素,Fe和Zn是最丰富的微量元素。棕色樱桃番茄具有显著较高的K,P,Mg,铜和铁含量比其他有色西红柿,和红番茄的Zn含量明显高于其他樱桃番茄(218.8-724.3%)。黄樱桃番茄的可溶性糖含量最高,其次是红色,棕色和绿色的西红柿。通过LC-MS同时测定番茄的20种氨基酸。黄樱桃番茄的必需氨基酸含量最高,芳香氨基酸和甜味氨基酸。红色西红柿的非必需氨基酸和酸味氨基酸含量最高。对30种风味指标的分析表明,黄色西红柿的风味最好,其次是红色,棕色,绿色的西红柿我们的工作为未来研究樱桃番茄的颜色和风味形成奠定了基础。
    Cherry tomatoes are popular vegetables worldwide owing to their variety of colors and nutrients. However, an integrated evaluation of color and flavor has rarely been reported. This study examined the differences among red, brown, yellow, and green cherry tomatoes grown in the Jiuquan area. A comprehensive analysis of the flavor quality of these tomatoes, including sensory evaluation, electronic nose analysis, nutritional and flavor quality measurements, targeted metabolomics, and chemometrics, was conducted. Red tomatoes had the highest lycopene content, and green tomatoes had the highest soluble protein and vitamin C content. In cherry tomatoes, K is the most abundant macro element and Fe and Zn are the most abundant trace elements. Brown cherry tomatoes had significantly higher K, P, Mg, Cu and Fe contents than other colored tomatoes, and red tomatoes had significantly higher Zn content than other cherry tomatoes (218.8-724.3%). Yellow cherry tomatoes had the highest soluble sugar content, followed by red, brown and green tomatoes. A total of 20 amino acids of tomatoes were simultaneously determined by LC-MS. Yellow cherry tomatoes have the highest content of essential amino acids, aromatic amino acids and sweetness amino acids. Red tomatoes have the highest levels of non-essential and sourness amino acid contents. An analysis of 30 flavor indicators revealed that yellow tomatoes had the best flavor, followed by red, brown, and green tomatoes. Our work lays the foundation for future research on color and flavor formation in cherry tomatoes.
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  • 文章类型: Journal Article
    鲜切农产品通常是在标准化的消毒过程下生产的,在即食阶段不可用。目前,化学消毒剂用于洗涤,但其消毒功效有限。在这项研究中,UV-C(1.03kJ/m2)与通常认为安全的有机酸(GRAS)结合使用,包括柠檬酸,苹果酸,乙酸,和乳酸(LA),洗涤被大肠杆菌O157:H7和鼠伤寒沙门氏菌污染的生菜和樱桃番茄。结果表明,在单一治疗方法中,LA是最有效的治疗方法,病原体减少和交叉污染发生率为2.0-2.3logCFU/g和28-35%,分别。与UV-C结合后,4种GRAS酸的消毒效果和防交叉污染能力明显提高。在联合治疗中,通过LA-UV实现了最高的病原体减少(2.5-2.7logCFU/g)和最低的交叉污染发生率(11-15%).抗坏血酸的分析,叶绿素,番茄红素,抗氧化能力,和ΔE表明,单一或组合处理都不会对质量性能产生负面影响。这些结果为即食阶段的新鲜农产品安全性改善提供了潜在的障碍技术。
    Fresh-cut produce is usually produced under standardized disinfection processes, which are unavailable at the ready-to-eat stage. Currently, chemical sanitizers are used for washing, but their disinfection efficacy is limited. In this study, UV-C (1.03 kJ/m2) was combined with organic acids that are generally recognized as safe (GRAS), including citric, malic, acetic, and lactic acids (LAs), to wash lettuce and cherry tomatoes that are contaminated with Escherichia coli O157:H7 and Salmonella Typhimurium. The results showed that LA was the most effective treatment among the single treatments, with a pathogen reduction and cross-contamination incidence of 2.0-2.3 log CFU/g and 28-35%, respectively. After combining with UV-C, the disinfection efficacy and cross-contamination prevention capacity of the four GRAS acids significantly improved. Among the combination treatments, the highest pathogen reduction (2.5-2.7 log CFU/g) and the lowest cross-contamination incidence (11-15%) were achieved by LA-UV. The analyses of ascorbic acid, chlorophyll, lycopene, antioxidant capacity, and ΔE indicated that neither the single nor combination treatments negatively affected the quality properties. These results provide a potential hurdle technology for fresh produce safety improvement at the ready-to-eat stage.
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  • 文章类型: Journal Article
    探索储存过程中易腐樱桃番茄果实的绿色和负担得起的保护,在这里,保护功效,以及它的支撑机制,油膏胶涂层,单独或与cuminal合并,研究了在环境温度下储存的樱桃番茄。含0.1%cuminal的油膏胶复合涂层减少了腐烂,呼吸频率,减肥,和软化的水果和减缓其总可溶性固体的减少,可滴定酸度,和可溶性蛋白质水平,因此保持了其适销性。此外,它减少了水果中O2·-和H2O2的积累,减轻了细胞膜脂质的氧化和渗透性,从而延缓他们的衰老。在仪器上,它提高了超氧化物歧化酶的活性,过氧化氢酶,过氧化物酶,和抗坏血酸过氧化物酶以及抗坏血酸和谷胱甘肽的水平。水果抗氧化系统的这种增强使这种复合涂层成为保持易腐水果采后质量的一种有希望的方法。
    Exploring the green and affordable protection of perishable cherry tomato fruits during storage, herein, the protective efficacy, and its underpinning mechanisms, of a coating of oleaster gum, alone or incorporated with cuminal, on cherry tomatoes stored at ambient temperature was investigated. The composite coating of oleaster gum with 0.1% cuminal reduced the decay, respiration rate, weight loss, and softening of the fruits and decelerated the decreases in their total soluble solid, titratable acidity, and soluble protein levels, and therefore maintained their marketability. Furthermore, it reduced the accumulation of O2·- and H2O2 in the fruits and mitigated cell membrane lipid oxidation and permeabilization, thereby retarding their senescence. Instrumentally, it elevated the activities of superoxide dismutase, catalase, peroxidase, and ascorbate peroxidase and the levels of ascorbic acid and glutathione. This potentiation of the fruits\' antioxidant system makes this composite coating a promising approach to keeping the postharvest quality of perishable fruits.
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  • 文章类型: Journal Article
    挥发性有机化合物(VOCs)在影响樱桃番茄(Solanumlycopersicumvar)的风味品质中起着重要作用。cerasiforme).樱桃番茄中挥发性有机化合物系统分析的不足可归因于检测技术和其他影响因素的限制。在这项研究中,樱桃番茄品种var。选择“Zheyingfen1”是因为其丰富的水果风味。两个检测技术平台,即常用的顶空固相微萃取-气相色谱-质谱(HS-SPME-GC-MS)和最先进的顶空固相微萃取-全二维气相色谱-飞行时间质谱(HS-SPME-GC×GC-TOFMS),被用于分析。樱桃番茄品种的挥发性有机化合物。检测到红熟期的“Zheyingfen1”果实。使用上述两种技术检测到总共1544种VOC。具体来说,通过HS-SPME-GC-MS方法鉴定了663种挥发性有机化合物,通过HS-SPME-GC×GC-TOFMS鉴定了1026种挥发性有机化合物,并通过这两种技术鉴定出145种挥发性有机化合物。通过应用相对气味活性值(rOAV)计算和随后的分析,证实了β-紫罗兰酮和(E)-2-壬烯醛作为主要VOC的鉴定。根据RAOAV的不同贡献率,感官风味特性分析表明,樱桃番茄品种不同。\'Zheyingfen1\'主要表现出绿色和脂肪属性,伴随着新鲜和花香的元素特征。总之,我们的研究对这两种方法在检测樱桃番茄果实中挥发性有机化合物的差异进行了综合比较。此外,系统分析了樱桃番茄品种var的VOC组成和感官风味特征。\'Zheyingfen1\'。这项研究为研究樱桃番茄挥发性风味品质发展的调节机制提供了重要的参考。
    Volatile organic compounds (VOCs) play a significant role in influencing the flavor quality of cherry tomatoes (Solanum lycopersicum var. cerasiforme). The scarcity of systematic analysis of VOCs in cherry tomatoes can be attributed to the constraints imposed by detection technology and other contributing factors. In this study, the cherry tomato cultivar var. \'Zheyingfen1\' was chosen due to its abundant fruit flavor. Two detection technology platforms, namely the commonly employed headspace solid-phase microextraction-gas chromatography-mass spectrometry (HS-SPME-GC-MS) and the most advanced headspace solid-phase microextraction-full two-dimensional gas chromatography-time-of-flight mass spectrometry (HS-SPME-GC×GC-TOFMS), were employed in the analysis. The VOCs of cherry tomato cultivar var. \'Zheyingfen1\' fruits at red ripening stage were detected. A combined total of 1544 VOCs were detected using the two aforementioned techniques. Specifically, 663 VOCs were identified by through the HS-SPME-GC-MS method, 1026 VOCs were identified by through the HS-SPME-GC×GC-TOFMS, and 145 VOCs were identified by both techniques. The identification of β-ionone and (E)-2-nonenal as the principal VOCs was substantiated through the application of the relative odor activity value (rOAV) calculation and subsequent analysis. Based on the varying contribution rates of rOAV, the analysis of sensory flavor characteristics revealed that cherry tomato cultivar var. \'Zheyingfen1\' predominantly exhibited green and fatty attributes, accompanied by elements of fresh and floral flavor characteristics. In conclusion, our study conducted a comprehensive comparison of the disparities between these two methodologies in detecting VOCs in cherry tomato fruits. Additionally, we systematically analyzed the VOC composition and sensory flavor attributes of the cherry tomato cultivar var. \'Zheyingfen1\'. This research serves as a significant point of reference for investigating the regulatory mechanisms underlying the development of volatile flavor quality in cherry tomatoes.
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  • 文章类型: Journal Article
    真菌病原体在农业中造成重大产量损失,并降低了全球范围内的食品质量和产量。
    为了评估用于疾病管理的化学品的新的更安全的替代品,并保持食品的保质期,进行这项研究的目的是:确定胸腺和胸腺花叶虫化学型1和2的精油(EO)的化学成分;研究EO在体外对下列方面的抗真菌潜力:链格孢菌,双极性,夏威夷弯孢菌,尖孢镰刀菌f.sp.lycopersici,意大利青霉,灰霉病菌;评估天然的S.serpyllum提取物生物膜以保存稻谷和樱桃番茄。
    EO通过GC-MS+GC-FID分析。通过将胸腺提取物溶解在PDA中评价EOs的抗真菌活性。用每种真菌的盘接种培养皿并在25°C下孵育7天。
    T.serpyllumEO表现出最佳的菌丝体生长抑制。评价了S.serpyllumEO生物膜对水稻的抗真菌作用。将消毒过的谷物浸入每种真菌的分生孢子悬浮液中,并用在吐温20中制备的EO(300和600μg/mL)喷雾。谷物被储存。记录30天感染谷物的百分比。在体内评估了S.serpyllumEO对樱桃番茄保存的影响。将受伤的果实浸入T.serpyllumEO(300和400μg/mL)中,并用尖孢镰刀菌接种。lycopersici.对果实进行7天和14天的评价。化学概况百里酚/香芹酚,定义了用于T.piperellaTp1的香芹酚和用于T.piperellaTp2的百里酚。三个评估的EO降低了所有研究的植物病原体\'真菌生长。S.pyllum生物膜对水稻的储存和对尖孢镰刀菌有效。sp。lycopersici用于延长番茄在仓库中的保质期和储存采后樱桃番茄。
    我们建议将这些EO用作生物膜,以实现安全的食品保护,以替代合成产品。
    UNASSIGNED: Fungal pathogens cause major yield losses in agriculture and reduce food quality and production worldwide.
    UNASSIGNED: To evaluate new safer alternatives to chemicals for disease management and preserve the shelf life of food, this research was conducted to: determine the chemical composition of the essential oils (EOs) of Thymus serpyllum and Thymus piperella chemotypes 1 and 2; investigate the antifungal potential of EOs in vitro against: Alternaria alternata, Bipolaris spicifera, Curvularia hawaiiensis, Fusarium oxysporum f. sp. lycopersici, Penicillium italicum, Botryotinia fuckeliana; evaluate a natural T. serpyllum extract biofilm to conserve rice grain and cherry tomatoes.
    UNASSIGNED: EOs were analyzed by GC-MS+GC-FID. EOs\' antifungal activity was evaluated by dissolving Thymus extracts in PDA. Petri dishes were inoculated with disks of each fungus and incubated at 25°C for 7 days.
    UNASSIGNED: The T. serpyllum EO displayed the best Mycelial Growth Inhibition. The antifungal effect of the T. serpyllum EO biofilm was evaluated on rice caryopsis. Disinfected grains were dipped in a conidial suspension of each fungus and sprayed with EO (300 and 600 μg/mL) prepared in Tween 20. Grains were stored. The percentage of infected grains was recorded for 30 days. The T. serpyllum EO effect on cherry tomato conservation was evaluated in vivo. Wounded fruit were immersed in the T. serpyllum EO (300 and 400 μg/mL) and inoculated with Fusarium oxysporum f. sp. lycopersici. Fruit were evaluated for 7 and 14 days. Chemical profiles thymol/carvacrol for T. serpyllum, carvacrol for T. piperella Tp1 and thymol for T. piperella Tp2 were defined. The three evaluated EOs reduced all the studied phytopathogens\' fungal growth. The T. serpyllum biofilm was effective with rice storage and against Fusarium oxysporum f. sp. lycopersici for extending the shelf life of tomatoes in warehouses and storing postharvest cherry tomatoes.
    UNASSIGNED: We suggest applying these EOs as biofilms for safe food conservation to replace synthetic products.
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  • 文章类型: Journal Article
    尽管氢气(H2)处理的土壤改善了作物生物量,由于H2气体的可燃性,这种方法在现场应用中显得困难。在这份报告中,我们研究了在氢纳米气泡水(HNW)中应用H2是否以及如何提高樱桃番茄(Lycopersiconesculentumvar。cerasiforme)有和没有肥料。为期两年的田间试验表明,与相应的对照相比,在2021年(上海),不使用和使用肥料的HNW使单株樱桃番茄产量分别提高了39.7%和26.5%,分别,2023年增长39.4%和28.2%(南京),分别。与地表水(SW)相比,HNW增加了土壤有效氮(N),磷(P),和钾(K)消耗,不考虑化肥施用,这可能归因于根中NPK转运相关基因的增加(LeAMT2,LePT2,LePT5和SlHKT1,1)。此外,与不使用肥料的SW灌溉植物相比,HNW灌溉的樱桃番茄显示出更高的糖酸比(8.6%)和番茄红素含量(22.3%)。重要的是,无肥HNW对单株产量的有益影响(9.1%),糖酸比(31.1%),挥发物(20.0%)和番茄红素含量(54.3%)强于单独使用肥料的含量。总之,这项研究清楚地表明,HNW提供的H2不仅表现出提高番茄产量的施肥效果,而且还提高了水果的质量与较低的碳足迹。
    Although hydrogen gas (H2)-treated soil improves crop biomass, this approach appears difficult for field application due to the flammability of H2 gas. In this report, we investigated whether and how H2 applied in hydrogen nanobubble water (HNW) improves the yield and quality of cherry tomato (Lycopersicon esculentum var. cerasiforme) with and without fertilizers. Two-year-long field trials showed that compared to corresponding controls, HNW without and with fertilizers improved the cherry tomato yield per plant by 39.7% and 26.5% in 2021 (Shanghai), respectively, and by 39.4% and 28.2% in 2023 (Nanjing), respectively. Compared to surface water (SW), HNW increased the soil available nitrogen (N), phosphorus (P), and potassium (K) consumption regardless of fertilizer application, which may be attributed to the increased NPK transport-related genes in roots (LeAMT2, LePT2, LePT5, and SlHKT1,1). Furthermore, HNW-irrigated cherry tomatoes displayed a higher sugar-acid ratio (8.6%) and lycopene content (22.3%) than SW-irrigated plants without fertilizers. Importantly, the beneficial effects of HNW without fertilizers on the yield per plant (9.1%), sugar-acid ratio (31.1%), and volatiles (20.0%) and lycopene contents (54.3%) were stronger than those achieved using fertilizers alone. In short, this study clearly indicated that HNW-supplied H2 not only exhibited a fertilization effect on enhancing the tomato yield, but also improved the fruit\'s quality with a lower carbon footprint.
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  • 文章类型: Journal Article
    背景:樱桃番茄营养丰富,深受消费者青睐。将它们加工成干樱桃番茄可以延长其储存寿命并改善其风味。番茄果皮的预处理对于后续加工至关重要。然而,番茄果皮的传统物理和化学处理通常会造成养分流失和环境污染。
    结果:在这项研究中,使用含有角质酶的混合酶对樱桃番茄进行了一种新的酶法,纤维素酶,和果胶酶。结果表明,酶处理有效提高了樱桃番茄的果皮渗透性。揭示了角质层的微观结构和组成的变化。用不同浓度的酶处理后,樱桃番茄表现出不同程度的果皮渗透性和感官品质。番茄红素含量(LC)和总多酚含量(TPC)分别增加了2.4倍和1.45倍,分别。此外,对樱桃番茄进行六次酶重复利用的满意效果仍可达到与初始效果相同的水平,能有效降低生产成本。
    结论:这项研究首次揭示了由角质酶组成的混合酶处理,果胶酶,纤维素酶能有效降解角质层,增强果皮渗透性,提高樱桃番茄的品质,具有温和可控和环保的优点,为樱桃干番茄的加工提供了新的策略。本文受版权保护。保留所有权利。
    BACKGROUND: Cherry tomatoes are nutritious and favored by consumers. Processing them into dried cherry tomatoes can prolong their storage life and improve their flavor. The pretreatment of tomato pericarp is crucial for the subsequent processing. However, the traditional physical and chemical treatments of tomato pericarp generally cause nutrient loss and environmental pollution.
    RESULTS: In this study, a novel enzymatic method for cherry tomatoes was performed using mixed enzymes containing cutinase, cellulase and pectinase. Results showed that the pericarp permeability of cherry tomatoes was effectively improved due to enzymatic treatment. Changes in the microscopic structure and composition of the cuticle were revealed. After treatment with different concentrations of enzymes, cherry tomatoes exhibited higher pericarp permeability and sensory quality to varying degrees. The lycopene content and total polyphenol content significantly increased 2.4- and 1.45-fold, respectively. In addition, the satisfactory effect of the six-time reuse of enzymes on cherry tomatoes could still reach the same level as the initial effect, which effectively reduced the cost of production.
    CONCLUSIONS: This study revealed for the first time that a mixed enzymatic treatment consisting of cutinase, pectinase and cellulase could effectively degrade the cuticle, enhance the pericarp permeability and improve the quality of cherry tomatoes, with the advantages of being mildly controllable and environmentally friendly, providing a new strategy for the processing of dried cherry tomatoes. © 2023 Society of Chemical Industry.
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  • 文章类型: Journal Article
    我们研究了模拟体外胃肠消化对总多酚水平的影响,总黄酮,类胡萝卜素,樱桃番茄的抗氧化能力.新鲜番茄的初始总多酚含量为220.51μgGAE/g,胃治疗120分钟后降至203.24μgGAE/g,小肠治疗120分钟后进一步降至138.23μgGAE/g。同样,新鲜番茄初始总黄酮含量为43.28μgQE/g,但小肠消化120分钟后,下降约50.72%至21.33μgQE/g。番茄红素,叶黄素,与新鲜番茄相比,β-胡萝卜素在消化过程中也减少了69.71~78.38%。在胃和肠消化后,与新鲜西红柿相比,抗氧化活性降低了34.95~37.67%。番茄中存在的生物活性化合物在消化过程中会分解并转化为其他物质,并且这些降解产物被认为抑制SK-Hep1人肝癌细胞的生长,同时增强细胞内环境内的抗氧化活性。
    We investigated the impact of simulated in vitro gastrointestinal digestion on the levels of total polyphenols, total flavonoids, carotenoids, and antioxidant capacity in cherry tomatoes. The initial total polyphenol content of fresh tomatoes was 220.51 μg GAE/g, which decreased to 203.24 μg GAE/g after 120 min of stomach treatment and further decreased to 138.23 μg GAE/g after 120 min of small intestine treatment. Similarly, the initial total flavonoid content in fresh tomatoes was 43.28 μg QE/g, but after 120 min of small intestine digestion, it decreased by approximately 50.72% to 21.33 μg QE/g. Lycopene, lutein, and β-carotene also experienced a decrease of 69.71∼78.38% during the digestion process compared to fresh tomatoes. The antioxidant activity exhibited a reduction of 34.95∼37.67% compared to fresh tomatoes after digestion in the stomach and intestines. The bioactive compounds present in tomatoes undergo decomposition and conversion into other substances during digestion, and these degradation products are believed to inhibit the growth of SK-Hep1 human hepatoma cells while enhancing antioxidant activity within the intracellular environment.
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  • 文章类型: Journal Article
    对果实成熟过程中风味形成的见解可以指导平衡消费者和生产者需求的育种策略的开发。樱桃番茄具有独特的味道,然而,对质量形成的研究是有限的。这里,在不同的成熟阶段进行代谢组学和转录组学分析.结果揭示了果实成熟过程中代谢产物的差异积累,提供与风味相关的候选代谢物。有趣的是,在成熟的绿色阶段,几种关键的与风味相关的代谢物已经达到稳定水平。转录组学分析显示,大多数基因的表达水平在粉红色阶段后趋于稳定。富集分析表明,在整个果实成熟过程中,代谢和生物合成途径的变化都很明显。与抗病性和果实颜色基因相比,与风味和硬度相关的基因可能对代谢物的积累有更广泛的影响。此外,我们发现了谷氨酸和谷氨酰胺之间的相互转化模式,以及类黄酮的生物合成模式。这些发现有助于我们对果实品质形成机制的理解,并支持旨在改善果实品质性状的育种计划。
    Insights into flavor formation during fruit ripening can guide the development of breeding strategies that balance consumer and producer needs. Cherry tomatoes possess a distinctive taste, yet research on quality formation is limited. Here, metabolomic and transcriptomic analyses were conducted on different ripening stages. The results revealed differentially accumulated metabolites during fruit ripening, providing candidate metabolites related to flavor. Interestingly, several key flavor-related metabolites already reached a steady level at the mature green stage. Transcriptomic analysis revealed that the expression levels of the majority of genes tended to stabilize after the pink stage. Enrichment analysis demonstrated that changes in metabolic and biosynthetic pathways were evident throughout the entire process of fruit ripening. Compared to disease resistance and fruit color genes, genes related to flavor and firmness may have a broader impact on the accumulation of metabolites. Furthermore, we discovered the interconversion patterns between glutamic acid and glutamine, as well as the biosynthesis patterns of flavonoids. These findings contribute to our understanding of fruit quality formation mechanisms and support breeding programs aimed at improving fruit quality traits.
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  • 文章类型: Journal Article
    坚定性,可溶性固形物(SSC)和可滴定酸度(TA)是评价樱桃番茄品质的特征性物质。在本文中,提出了一种使用可见/近红外(Vis-NIR)和近红外(NIR)的高光谱成像(HSI)系统来检测樱桃番茄的关键品质。比较了单个光谱信息和融合光谱信息在不同质量检测中的影响,樱桃番茄的SSC和TA。数据层融合结合包括主成分回归(PCR)在内的多种机器学习方法,偏最小二乘回归(PLSR),支持向量回归(SVR)和反向传播神经网络(BP)用于模型训练。结果表明,对于硬度,SSC和TA,Vis-NIR光谱建立的多质量预测模型的决定系数R2高于NIR光谱。通过SSC和TA融合带获得的最佳模型的R2大于0.9,通过坚固性融合带获得的最佳模型的R2大于0.85。最好利用信息融合后的光谱带对樱桃番茄进行无损品质检测。本研究表明,高光谱成像技术可用于樱桃番茄多种品质的无损检测,与单一光谱相比,基于双光谱融合的方法对樱桃番茄多种品质的快速检测具有更好的预测效果。本研究可为其他瓜果中多种品质的快速无损检测提供一定的技术支持。
    Firmness, soluble solid content (SSC) and titratable acidity (TA) are characteristic substances for evaluating the quality of cherry tomatoes. In this paper, a hyper spectral imaging (HSI) system using visible/near-infrared (Vis-NIR) and near-infrared (NIR) was proposed to detect the key qualities of cherry tomatoes. The effects of individual spectral information and fused spectral information in the detection of different qualities were compared for firmness, SSC and TA of cherry tomatoes. Data layer fusion combined with multiple machine learning methods including principal component regression (PCR), partial least squares regression (PLSR), support vector regression (SVR) and back propagation neural network (BP) is used for model training. The results show that for firmness, SSC and TA, the determination coefficient R2 of the multi-quality prediction model established by Vis-NIR spectra is higher than that of NIR spectra. The R2 of the best model obtained by SSC and TA fusion band is greater than 0.9, and that of the best model obtained by the firmness fusion band is greater than 0.85. It is better to use the spectral bands after information fusion for nondestructive quality detection of cherry tomatoes. This study shows that hyperspectral imaging technology can be used for the nondestructive detection of multiple qualities of cherry tomatoes, and the method based on the fusion of two spectra has a better prediction effect for the rapid detection of multiple qualities of cherry tomatoes compared with a single spectrum. This study can provide certain technical support for the rapid nondestructive detection of multiple qualities in other melons and fruits.
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