total soluble solids

  • 文章类型: Journal Article
    在这项研究中,在田间试验中评估了高灌木蓝莓(Vacciniumcorymbosum)品种对高温(HTs)的生理性能和果实品质响应。在2022/2023年季节,将三岁的V.Corymbosum植物在果实负荷设定和收获之间暴露于两种温度处理:(i)环境温度(AT)和(ii)高温(HT)(高于环境温度5°C±1°C)。用透明聚乙烯(100μm厚)覆盖的室用于施加HT处理。在我们的研究中,AT和HT处理之间的昼夜温度保持在5.03°C±0.12°C的差异。我们的发现表明,与AT处理相比,HT显着降低了45%的CO2同化(Pn)和35.2%的气孔导度(gs)。相比之下,HT植物中的细胞间CO2浓度(Ci)显示出比AT植物中更高的水平(约6%)。果实品质分析表明,果实重量和赤道直径分别下降了39%和13%,分别,在HT治疗中与AT治疗相比。相比之下,HT处理的硬度和总可溶性固形物(TSS)高于AT处理。同时,可滴定酸度在温度处理之间没有变化。在我们的研究中,在HT治疗下,Pn降低可能与气孔和非气孔限制有关。尽管这些发现提高了我们对HTs对V.Corymbosum果实生长和品质的影响的理解,需要进一步的生化和分子研究。
    In this study, the physiological performance and fruit quality responses of the highbush blueberry (Vaccinium corymbosum) cultivar Legacy to high temperatures (HTs) were evaluated in a field experiment. Three-year-old V. corymbosum plants were exposed to two temperature treatments between fruit load set and harvest during the 2022/2023 season: (i) ambient temperature (AT) and (ii) high temperature (HT) (5 °C ± 1 °C above ambient temperature). A chamber covered with transparent polyethylene (100 µm thick) was used to apply the HT treatment. In our study, the diurnal temperature was maintained with a difference of 5.03 °C ± 0.12 °C between the AT and HT treatments. Our findings indicated that HT significantly decreased CO2 assimilation (Pn) by 45% and stomatal conductance (gs) by 35.2% compared to the AT treatment. By contrast, the intercellular CO2 concentration (Ci) showed higher levels (about 6%) in HT plants than in AT plants. Fruit quality analyses revealed that the fruit weight and equatorial diameter decreased by 39% and 13%, respectively, in the HT treatment compared to the AT treatment. By contrast, the firmness and total soluble solids (TSS) were higher in the HT treatment than in the AT treatment. Meanwhile, the titratable acidity showed no changes between temperature treatments. In our study, Pn reduction could be associated with stomatal and non-stomatal limitations under HT treatment. Although these findings improve our understanding of the impact of HTs on fruit growth and quality in V. corymbosum, further biochemical and molecular studies are need.
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  • 文章类型: Journal Article
    这项研究旨在评估无核圆锥形和迷你圆锥形辣椒品种在果实失重方面的收获后动态,干物质含量,和可溶性固体含量。以上参数被证明是有效的商业辣椒保质期指标。在模拟水果贮藏条件下,每周对出口辣椒果实的商业品质进行28d以上的评价。干物质含量,可溶性固形物含量受品种类型和贮藏时间的影响。此外,观察到这些变量之间的强相关性,证实了它们的线性关系,这在干物质和总可溶性固体含量之间更为深刻。无核圆锥形和迷你圆锥形辣椒在储存过程中的每日变化相似,而果实的日失重率大于干物质的日失重率。失水被认为是导致果实品质下降的主要因素。固体含量减少主要发生在初始储存期间。值得注意的是,收获时干物质含量较低的果实,由于它们能够抵抗水分流失而没有任何明显的变质迹象,因此倾向于在更长的时间内保持其商业品质。这在长期储存期间是有益的。
    This study aimed to assess the post-harvest dynamics of seedless conical and mini-conical pepper cultivars in terms of fruit weight loss, dry matter content, and soluble solid content. The above parameters were demonstrated to be effective commercial pepper shelf-life indicators. The commercial quality of pepper fruit intended for export was evaluated weekly under simulated fruit storage conditions for over 28 d. Results revealed that fruit weight loss, dry matter content, and soluble solid content were affected by cultivar type and storage duration. Additionally, a strong correlation between these variables was observed confirming their linear relationship which was more profound between dry matter and total soluble solid content. Daily changes during storage were similar in both seedless conical and mini-conical peppers, while the fruit weight loss daily rate was greater than that of dry matter. Water loss was identified to be the main factor causing reduced fruit quality. Solid content reduction occurred predominately during the initial storage period. Notably, fruit with lower dry matter content at harvest tended to maintain their commercial quality for a longer time due to their ability to resist water loss without any visible signs of deterioration, which is beneficial during prolonged storage.
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  • 文章类型: Journal Article
    全球气候变化严重影响了各种作物的生产,特别是长期的水果植物,如柑橘。本研究分析了12个柑橘园的果实品质(CitrusSinensisL.Osbeckcv。冰唐)在云南亚热带地区,中国从2014年到2022年。结果表明,高降雨(>220mm)和低累积温度(<3150°C)促进了幼果可滴定酸度的增加(>1.8%)。随着果实进一步膨胀(水平直径从50毫米增加到65毫米),降雨过多(300-400毫米),较低的累积温度(<2400°C),和降低的昼夜温度范围(<10°C)阻碍了可滴定酸度的降低。相反,低降雨量(<220毫米),高累积温度(>3150°C),和较高的日温度范围(>14°C)促进了开花后120天(DAF)幼果中可溶性固形物的积累(9%)。此外,低降雨(<100毫米)有利于果实扩张(195-225DAF)过程中可溶性固形物(1.5%)的积累。为了量化120DAF下水果酸度与气候变量之间的关系,我们开发了一个回归模型,通过实际测量进一步验证,并准确预测了2023年的水果酸度。我们的发现有可能帮助柑橘种植者优化栽培技术,以在日益多变的气候条件下生产优质柑橘。
    Global climate change has significantly impacted the production of various crops, particularly long-term fruit-bearing plants such as citrus. This study analyzed the fruit quality of 12 citrus orchards (Citrus Sinensis L.Osbeck cv. Bingtang) in a subtropical region in Yunnan, China from 2014 to 2022. The results indicated that high rainfall (>220 mm) and low cumulative temperature (<3150 °C) promoted increases in titratable acidity (>1.8 %) in young fruits. As the fruits further expanded (with a horizontal diameter increasing from 50 to 65 mm), excessive rainfall (300-400 mm), lower cumulative temperature (<2400 °C), and a reduced diurnal temperature range (<10 °C) hindered decreases in titratable acidity. Conversely, low rainfall (<220 mm), high cumulative temperature (>3150 °C), and a high diurnal temperature range (>14 °C) promoted the accumulation of soluble solids in young fruits (9 %) at 120 days after flowering (DAF). Furthermore, low rainfall (<100 mm) favored the accumulation of soluble solids (1.5 %) during fruit expansion (195-225DAF). To quantify the relationship between fruit acidity and climate variables at 120 DAF, we developed a regression model, which was further validated by actual measurements and accurately predicted fruit acidity in 2023. Our findings have the potential to assist citrus growers in optimizing cultivation techniques for the production of high-quality citrus under increasingly variable climatic conditions.
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  • 文章类型: Journal Article
    正在开发用于采摘水果的自主野外机器人,每个水果都需要单独分级和处理。因此,需要快速且非破坏性的感测来测量关键的水果品质参数。在本文中,我们报告了总可溶性固体(TSS)测量总糖含量,可以通过非接触式近红外(NIR)相互作用光谱法在田间的草莓中进行测量。为此,测试了在760-1080nm波长范围内工作的专门设计的原型系统。将这种新颖的仪器与在900-1600nm范围内工作的商业手持式NIR反射仪器进行了比较。这些仪器在实验室中使用从两个品种的200个草莓中收集的数据进行了校准,并在2022年的50个浆果和2023年的100个浆果上在草莓田中进行了测试。两种系统在校准期间表现良好,TSS交叉验证的均方根误差约为0.49%和0.57%,为了互动和反思,分别。对于2023年新浆果中的TSS预测,相互作用系统优越,反射系统的预测误差为1.0%,而反射系统的预测误差为8.1%,很可能是因为相互作用深入浆果。结果表明,与反射测量相比,平均TSS的相互作用测量更可靠,并且很可能需要更少的校准维护。非接触功能很重要,因为它可以减少疾病的传播和对浆果的物理损伤。
    Autonomous field robots are being developed for picking of fruit, where each fruit needs to be individually graded and handled. There is therefore a need for rapid and non-destructive sensing to measure critical fruit quality parameters. In this article we report how total soluble solids (TSS), a measure for total sugar content, can be measured in strawberries in the field by non-contact near-infrared (NIR) interaction spectroscopy. A specially designed prototype system working in the wavelength range 760-1080 nm was tested for this purpose. This novel instrument was compared with a commercial handheld NIR reflection instrument working in the range 900-1600 nm. The instruments were calibrated in the lab using data collected from 200 strawberries of two varieties and tested in a strawberry field on 50 berries in 2022 and 100 berries in 2023. Both systems performed well during calibration with root mean square errors of cross validation for TSS around 0.49 % and 0.57 %, for interaction and reflection, respectively. For prediction of TSS in new berries in 2023, the interaction system was superior, with a prediction error of 1.0 % versus 8.1 % for the reflection system, most likely because interaction probes deeper into the berries. The results suggest that interaction measurements of average TSS are more robust and would most likely require less calibration maintenance compared to reflection measurements. The non-contact feature is important since it reduces the spread of diseases and physical damage to the berries.
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  • 文章类型: Journal Article
    枣树的质量受采后技术的影响很大,storage,和加工效果。在室温下储存的水果会导致脱水,而较高的温度会加速果实的酶促褐变。这项研究旨在通过改进收获和储存技术来提高枣树的采后质量。枣树的果实(PhoenixdactyliferaL.cv。Dhakki)在Khalal(成熟,公司),rutab(完全成熟),或tamar(干燥)阶段,并在不同温度(12、18或24°C)下储存0、15、30或45天。对数据的分析表明,所研究的属性在不同的成熟阶段和储存温度下显着不同。在Khalal阶段收获的果实被证明是最好的保持水分含量(23.16%),总可溶性固形物(20.36oBrix),果汁pH值(4.97),抗坏血酸(24.65毫克100克-1),非还原糖(26.84%),酸度百分比(0.39%),抗氧化活性(211.0mg100g-1),总酚(40.07mg100g-1),黄酮类化合物(45.8毫克100克-1),单宁(70.7mg100g-1),过氧化氢酶(1.82Ug-1),过氧化物酶(1.4Ug-1),可溶性蛋白(38.2mgkg-1),亮度(29.9),色度(16.4),色调角(34.9),颜色(16.8),与在Rutab和Tamar阶段收获的果实相比,重量损失最小(8.48%)。关于储存温度的方法,储存在12±3°C的水果保持了最高的水分含量(23.2%),总可溶性固形物(13.5oBrix),果汁pH值(5.42),酸度百分比(0.29%),抗坏血酸(24.4mg100g-1),还原糖(31.1%),非还原糖(26.5%),抗氧化活性(214.6mg100g-1),总酚(41.6mg100g-1),黄酮类化合物(44.7mg100g-1),单宁(71.7毫克100克-1),过氧化氢酶(1.56Ug-1),过氧化物酶(1.21Ug-1),可溶性蛋白(31.8mgkg-1),亮度(28.8),色度(15.3),色调角(29.6),颜色(16.2),与最小的重量损失(9.91%)。结论是枣树cv的优质水果生产。Dhaki可以在Khalal阶段收获并储存在12±3°C的温度下。
    The quality of date palm is highly influenced by postharvest techniques, storage, and processing effects. Fruits stored at room temperature result in dehydration, whereas higher temperatures accelerate the enzymatic browning of fruit. This study aimed to enhance postharvest quality of date palms through improved harvesting and storage techniques. The fruits of date palm (Phoenix dactylifera L. cv. Dhakki) were harvested at khalal (mature, firm), rutab (fully ripe), or tamar (dry) stages and stored at different temperatures (12, 18, or 24 °C) for 0, 15, 30, or 45 days. The analysis of the data showed that the studied attributes significantly different at various ripening stages and storage temperatures. The fruits harvested at Khalal stage proved to be the best in retaining moisture content (23.16%), total soluble solids (20.36 oBrix), fruit juice pH (4.97), ascorbic acid (24.65 mg 100 g-1), non-reducing sugars (26.84%), percent acidity (0.39%), antioxidant activity (211.0 mg 100 g-1), total phenolic (40.07 mg100g-1), flavonoids (45.8 mg 100 g-1), tannin (70.7 mg100g-1), catalase (1.82 U g-1), peroxidase (1.4 U g-1), soluble protein (38.2 mg kg-1), brightness (29.9), chroma (16.4), hue angle (34.9), color (16.8), and with minimum weight loss (8.48%) as compared to fruit harvested at Rutab and Tamar stage. Regarding the means for storage temperature, the fruits stored at 12 ± 3 °C retained the highest moisture content (23.2%), total soluble solids (13.5 oBrix), fruit juice pH (5.42), percent acidity (0.29%), ascorbic acid (24.4 mg100g-1), reducing sugars (31.1%), non-reducing sugars (26.5%), antioxidant activity (214.6 mg100g-1), total phenolic (41.6 mg100 g-1), flavonoids (44.7 mg100 g-1), tannin (71.7 mg 100 g-1), catalase (1.56 U g-1), peroxidase (1.21 U g-1), soluble protein (31.8 mg kg-1), brightness (28.8), chroma (15.3), hue angle (29.6), color (16.2),with minimum weight loss (9.91%). It was concluded that for quality fruit production of date palm cv. Dhakki could be harvested at Khalal stage and stored at a temperature of 12 ± 3 °C.
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  • 文章类型: Journal Article
    西班牙是世界上最大的番荔枝生产国,消费者高度赞赏的更年期水果。然而,这种水果对冷害(CI)非常敏感,这限制了它的存储。在目前的实验中,在7°C+20°C下2天的储存过程中,评估了作为浸渍处理的褪黑激素对番荔枝果实,采后成熟和品质特性的影响。结果表明,褪黑素处理(0.01,0.05,0.1mM)延缓CI,离子渗漏,与对照组相比,番荔枝果皮的叶绿素损失和总酚含量以及亲水和亲脂抗氧化活性的增加持续2周。此外,在褪黑激素处理的水果中,肉组织中总可溶性固形物和可滴定酸度的增加也被延迟,与对照组相比,硬度损失也减少了,对于0.05mM剂量发现最高的影响。这种处理导致保持果实品质性状,并增加贮藏时间长达21天,比对照果实多14天。因此,褪黑素治疗,特别是在0.05mM浓度下,可能是降低番荔枝果实损害的有用工具,对延缓采后成熟和衰老过程以及保持质量参数具有额外的影响。这些影响归因于更年期乙烯产生的延迟,在0.01、0.1和0.05mM剂量下延迟1、2和3周,分别。然而,褪黑激素对乙烯生产中基因表达和酶活性的影响值得进一步研究。
    Spain is the world\'s leading producer of cherimoya, a climacteric fruit highly appreciated by consumers. However, this fruit species is very sensitive to chilling injury (CI), which limits its storage. In the present experiments, the effects of melatonin applied as dipping treatment on cherimoya fruit CI, postharvest ripening and quality properties were evaluated during storage at 7 °C + 2 days at 20 °C. The results showed that melatonin treatments (0.01, 0.05, 0.1 mM) delayed CI, ion leakage, chlorophyll losses and the increases in total phenolic content and hydrophilic and lipophilic antioxidant activities in cherimoya peel for 2 weeks with respect to controls. In addition, the increases in total soluble solids and titratable acidity in flesh tissue were also delayed in melatonin-treated fruit, and there was also reduced firmness loss compared with the control, the highest effects being found for the 0.05 mM dose. This treatment led to maintenance of fruit quality traits and to increases in the storage time up to 21 days, 14 days more than the control fruit. Thus, melatonin treatment, especially at 0.05 mM concentration, could be a useful tool to decrease CI damage in cherimoya fruit, with additional effects on retarding postharvest ripening and senescence processes and on maintaining quality parameters. These effects were attributed to a delay in the climacteric ethylene production, which was delayed for 1, 2 and 3 weeks for 0.01, 0.1 and 0.05 mM doses, respectively. However, the effects of melatonin on gene expression and the activity of the enzymes involved in ethylene production deserves further research.
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  • 文章类型: Journal Article
    葡萄成熟过程中芳香成熟度的测量为确定收获日期提供了非常重要的信息,特别是在白色品种中。然而,目前还没有工具允许这种测量以非侵入性和快速的方式进行。出于这个原因,在目前的工作中,我们已经研究了使用高光谱成像(HSI))来估计葡萄果实成熟过程中的芳香成分。在实验室条件下,无接触地获得了完整浆果的VIS短波近红外(VISSW-NIR)范围(400-1000nm)中的236个光谱。作为黄金标准值,通过气相色谱-质谱(GC-MS)对总共20种挥发性化合物进行了定量,和总可溶性固形物(TSS)的浓度通过折光法测量。校准,交叉验证,采用偏最小二乘法(PLS)建立预测模型。α-松油醇的RCV2值≥0.70,p-cymene,β-damascenone,β-紫罗兰酮,苯甲醛,苯甲醇,己醛,柠檬醛,芳樟醇,2-苯基乙醇,辛酸,壬酸,2-己烯醛,2-己烯-1-醇,(Z)-3-己烯-1-醇,总C13类去甲异戊二烯,总C6化合物,总阳性化合物(即,除C6化合物外的所有家族的总和),总苯类化合物,和总可溶性固体(TSS)。因此,可以肯定的是,在VIS+SW-NIR范围内的HSI可能是一个很好的工具来估计非接触式TempranilloBlanco葡萄浆果的芳香成分,快,非破坏性的方式。
    The measurement of aromatic maturity during grape ripening provides very important information for determining the harvest date, particularly in white cultivars. However, there are currently no tools that allow this measurement to be carried out in a noninvasive and rapid way. For this reason, in the present work, we have studied the use of hyperspectral imaging (HSI)) to estimate the aromatic composition of Vitis vinifera L. Tempranillo Blanco berries during ripening. A total of 236 spectra in the VIS+short wave near-infrared (VIS+SW-NIR) range (400-1000 nm) of intact berries were acquired contactless under laboratory conditions. As gold standard values, a total of 20 volatile compounds were quantified by gas chromatography-mass spectrometry (GC-MS), and the concentration of total soluble solids (TSS) was measured by refractometry. Calibration, cross-validation, and prediction models were built using partial least squares (PLS). Values of RCV2 ≥ 0.70 were obtained for α-terpineol, p-cymene, β-damascenone, β-ionone, benzaldehyde, benzyl alcohol, hexanal, citral, linalool, 2-phenylethanol, octanoic acid, nonanoic acid, 2-hexenal, 2-hexen-1-ol, (Z)-3-hexen-1-ol, total C13 norisoprenoids, total C6 compounds, total positive compounds (i.e., the sum of all families except C6 compounds), total benzenoids, and total soluble solids (TSS). Therefore, it can be affirmed that HSI in the VIS + SW-NIR range could be a good tool to estimate the aromatic composition of Tempranillo Blanco grape berries in a contactless, fast, and nondestructive way.
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  • 文章类型: Journal Article
    确定内部质量,例如总可溶性固形物(TSS)和pH值是草莓种植中最重要的问题。因此,当前研究的主要目的是开发一种使用机器学习算法的非破坏性方法来预测草莓的TSS和pH值。随机收集六个成熟阶段的600个样品(每个成熟阶段100个样品),用于测量生物特征,即,长度,直径,重量和TSS和pH值。使用图像处理技术捕获每个草莓果实的图像以进行颜色特征提取。每个颜色空间的通道(RGB,HSV和HSL)用作开发多元线性回归(MLR)和支持向量机回归(SVM-R)模型的输入变量。研究结果表明,具有HSV颜色空间的SVM-R模型在TSS和pH值预测方面略优于MLR模型。基于HSV的SVM-R模型可以解释TSS的最大84.1%和79.2%,以及在训练和测试阶段测量和预测数据的pH变化的78.8%和72.6%。分别。需要对不同的草莓品种进行进一步的实验,以预测更多的内部品质以及模型性能的提高。
    Determination of internal qualities such as total soluble solids (TSS) and pH is a paramount concern in strawberry cultivation. Therefore, the main objective of the current study was to develop a non-destructive approach with machine learning algorithms for predicting TSS and pH of strawberries. Six hundred samples (100 samples in each ripening stage) in six ripening stages were collected randomly for measuring the biometrical characteristics, i.e., length, diameters, weight and TSS and pH values. An image of each strawberry fruit was captured for colour feature extraction using an image processing technique. Channels of each colour space (RGB, HSV and HSL) were used as input variables for developing multiple linear regression (MLR) and support vector machine regression (SVM-R) models. The result of the study indicated that SVM-R model with HSV colour space performed slightly better than MLR model for TSS and pH prediction. The HSV based SVM-R model could explain a maximum of 84.1% and 79.2% for TSS and 78.8% and 72.6% for pH of the variations in measured and predicted data in training and testing stages, respectively. Further experiments need to be conducted with different strawberry cultivars for the prediction of more internal qualities along with the improvement of model performance.
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  • 文章类型: Journal Article
    土壤中微量营养素缺乏是芒果果实和产量品质差的主要原因之一。此外,这种饮食的消费也会导致人类微量营养素的缺乏。硼缺乏对开花和花粉管形成产生不利影响,从而降低芒果的产量和品质属性。土壤和叶面施用B被认为是减轻硼缺乏的有效方法。进行了田间试验,以探索在当前气候条件下芒果中硼的最合适方法和施用量。在三个重复中应用了九种处理。结果表明,施用T8=RD+硼砂(75克植物-1作为基础施用)+H3BO3(0.8%作为叶面喷雾)和T9=RD+硼砂(150克植物-1作为基础施用)+H3BO3(0.8%作为叶面喷雾)显着增强了氮素,钾,蛋白质,灰,脂肪,纤维,与对照相比,芒果中的总可溶性固体。钠的显著减少,总酚含量,抗氧化活性,和柠檬酸的酸度也验证了T8=RD硼砂(75g植物-1作为基础应用)H3BO3(0.8%作为叶面喷雾)和T9=RD硼砂(150g植物-1作为基础应用)H3BO3(0.8%作为叶面喷雾)的有效功能。总之,T8=RD硼砂(75g植物-1作为基础应用)H3BO3(0.8%作为叶面喷雾)和T9=RD硼砂(150g植物-1作为基础应用)H3BO3(0.8%作为叶面喷雾)是在不断变化的气候条件下提高芒果品质属性的有效策略。
    Micronutrient deficiency in the soil is one of the major causes of mango fruit and yield\'s poor quality. Besides, the consumption of such a diet also causes a deficiency of micronutrients in humans. Boron deficiency adversely affects the flowering and pollen tube formation, thus decreasing mango yield and quality attributes. Soil and foliar application of B are considered a productive method to alleviate boron deficiency. A field experiment was conducted to explore the Boron most suitable method and application rate in mango under the current climatic scenario. There were nine treatments applied in three replications. The results showed that application of T8 = RD + Borax (75 g plant -1 as a basal application) + H3 BO3 (0.8% as a foliar spray) and T9 = RD + Borax (150 g plant -1 as a basal application) + H3 BO3 (0.8% as a foliar spray) significantly enhanced the nitrogen, potassium, proteins, ash, fats, fiber, and total soluble solids in mango as compared to the control. A significant decrease in sodium, total phenolics contents, antioxidant activity, and acidity as citric acid also validated the effective functioning of T8 = RD + Borax (75 g plant -1 as a basal application) + H3 BO3 (0.8% as a foliar spray) and T9 = RD + Borax (150 g plant -1 as a basal application) + H3 BO3 (0.8% as a foliar spray) as compared to control. In conclusion, T8 = RD + Borax (75 g plant -1 as a basal application) + H3 BO3 (0.8% as a foliar spray) and T9 = RD + Borax (150 g plant -1 as a basal application) + H3 BO3 (0.8% as a foliar spray) is a potent strategy to improve the quality attributes of mango under the changing climatic situation.
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  • 文章类型: Journal Article
    背景:近红外光谱(NIRS)被认为是一种用于水果分析的快速可靠的无损技术。考虑到消费者正在寻找甜味好的草莓,纹理,和外观,生产者需要有效地测量草莓的成熟阶段,以保证其最终质量。因此,使用这种技术可以有助于减少高水平的废物,并向消费者提供良好的成熟草莓。本研究旨在评估NIRS技术的预测能力,作为传统方法的可能替代,用于分析草莓的主要感官参数(Fragaria×ananassaDuch。).
    结果:光谱测量和理化分析[总可溶性固体(TSS),可滴定酸度,颜色,进行了\'胜利\'草莓的质地]。为可滴定酸度开发的预测模型,颜色和质地不足以量化这些参数。相比之下,在NIRS对TSS的定量预测分析中,观察到具有最高预测能力的光谱预处理是一阶导数1-5-5。确定系数为:校准模型为0.9277;验证模型为0.5755;预测模型为0.8207,使用七因素偏最小二乘多元回归分析。
    结论:因此,这些结果表明,NIR分析可用于预测草莓中的TSS,并且需要进一步的采样工作来改善本研究中获得的预测。结果表明,NIRS技术是快速确定草莓品质属性的合适工具,经济,和环保的方式。©2022化学工业学会。
    BACKGROUND: Near-infrared spectroscopy (NIRS) is considered to be a fast and reliable non-destructive technique for fruit analysis. Considering that consumers are looking for strawberries with good sweetness, texture, and appearance, producers need to effectively measure the ripeness stage of strawberries to guarantee their final quality. Therefore, the use of this technique can contribute to decreasing the high level of waste and delivering good ripe strawberries to consumers. The present study aimed to evaluate the predictive capacity of NIRS technology, as a possible alternative to conventional methodology, for the analysis of the main organoleptic parameters of strawberries (Fragaria × ananassa Duch.).
    RESULTS: Spectroscopic measurements and physicochemical analyses [total soluble solids (TSS), titratable acidity, colour, texture] of \'Victory\' strawberries were carried out. The predictive models developed for titratable acidity, colour and texture were not good enough to quantify those parameters. By contrast, in the NIRS quantitative prediction analysis of TSS, it was observed that the spectral pre-treatment with the highest predictive capacity was the first derivative 1-5-5. The coefficients of determination were: 0.9277 for the calibration model; 0.5755 for the validation model; and 0.8207 for the prediction model, using a seven-factor partial least squares multivariate regression analysis.
    CONCLUSIONS: Therefore, these results demonstrate that NIR analysis could be used to predict the TSS in strawberry, and further work on sampling is desirable to improve the prediction obtained in the present study. It is shown that NIRS technology is a suitable tool for determining quality attributes of strawberry in a fast, economic, and environmentally friendly way. © 2022 Society of Chemical Industry.
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