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Contrasting adaptation of xylem to dehydration in two Vitis vinifera L. sub-species 两个葡萄亚种木质部对脱水适应的比较
Pub Date : 2020-04-07 DOI: 10.5073/VITIS.2020.59.53-61
J. Pouzoulet, A. Pivovaroff, E. Scudiero, M. E. D. Guzman, P. Rolshausen, L. Santiago
Xylem hydraulic properties of agricultural crop species can be linked to their region of origin, but because crop systems are often irrigated to reach optimum quality and yield, key differences in drought resistance are not often considered. We investigated how hydraulic conductivity and xylem vulnerability to drought-induced cavitation of two grapevine cultivars correspond to their centers of domestication with 'Merlot' (Vitis vinifera subspecies occidentalis) having been domesticated in a temperate forest region, and 'Thompson Seedless' (Vitis vinifera subspecies orientalis) domesticated in a semi-arid region. We used anatomical measurements and xylem vulnerability curves to evaluate hydraulic traits and drought resistance. Our results showed that 'Thompson Seedless' was significantly more vulnerable to drought-induced cavitation than 'Merlot'. Bench dehydration produced significantly different estimations of xylem vulnerability to cavitation in each cultivar. This result was consistent with anatomical measurement, with 'Thompson Seedless' stems having greater maximum stem-specific hydraulic conductivity, more vessels, higher vessel density and a greater lumen fraction than 'Merlot'. The relatively large amount of xylem vessels and lumen area in 'Thompson Seedless' is consistent with domestication in a semi-arid habitat where a greater number and size diversity of xylem vessels would be needed to transport water and meet evaporative demand as opposed to cultivars that were domesticated in temperate forest regions like 'Merlot'. These differences appear to expose 'Thompson Seedless' to high xylem vulnerability to cavitation.
农业作物的木质部水力特性可以与其原产地联系起来,但由于作物系统经常通过灌溉来达到最佳质量和产量,因此通常不考虑抗旱性的关键差异。我们研究了两种葡萄品种的水电性和木质部对干旱诱导空化的脆弱性如何对应于它们的驯化中心,其中“梅洛”(葡萄亚种西方)在温带森林地区驯化,而“汤普森无籽”(葡萄亚种东方)在半干旱地区驯化。我们用解剖测量和木质部易损曲线来评价水力性状和抗旱性。我们的研究结果表明,“汤普森无籽”比“梅洛”更容易受到干旱引起的空化的影响。实验脱水对不同品种木质部空化脆弱性的影响有显著差异。该结果与解剖测量结果一致,“汤普森无籽”茎比“梅洛”茎具有更大的最大茎特异性水力传导性,更多的血管,更高的血管密度和更大的管腔分数。“汤普森无籽”的木质部导管和管腔面积相对较大,与“梅洛”等温带森林地区驯化的品种相比,在半干旱栖息地驯化的品种需要更多数量和大小多样性的木质部导管来输送水分和满足蒸发需求。这些差异似乎暴露了“汤普森无籽”木质部对空化的高度脆弱性。
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引用次数: 7
A rapid and inexpensive RNA-extraction method for high-throughput virus detection in grapevine 一种快速、廉价的高通量葡萄病毒rna提取方法
Pub Date : 2020-02-13 DOI: 10.5073/VITIS.2020.59.35-39
Nadine Steinmetz, Gertraud Michl, M. Maixner, C. Hoffmann
The extraction of RNA from grapevine tissue is a crucial step for virus diagnostics via multiplex reverse transcription-polymerase chain reaction (mRT-PCR). Conventional methods are either time-consuming or expensive when convenient extraction kits are used. Here we present an easy, but reliable extraction method that fulfills the requirements of epidemiological research (high sample throughput with maximum accuracy). A further advantage of the protocol beside the low costs is the absence of harmful chemicals like phenol or chloroform and the possibility to manage 'high-throughput' extractions and analyses.
从葡萄组织中提取RNA是通过多重逆转录聚合酶链反应(mRT-PCR)进行病毒诊断的关键步骤。当使用方便的提取试剂盒时,传统方法要么耗时要么昂贵。本文提出了一种简单、可靠的提取方法,满足流行病学研究的要求(高样本通量和最高准确性)。除了低成本之外,该方案的另一个优势是不含苯酚或氯仿等有害化学物质,并且有可能进行“高通量”提取和分析。
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引用次数: 1
'Tannat' (Vitis vinifera L.) as a model of responses to climate variability “葡萄树”(Vitis vinifera L.)作为气候变率响应的模式
Pub Date : 2020-02-13 DOI: 10.5073/VITIS.2020.59.41-46
M. Ferrer, G. Pereyra, Julia Salvarrey, L. Arrillaga, Mercedes Fourment
Climate variability influence on the vine is widely studied for its impact on grape final composition and quality. During 1994-2016, thermal and water regimes and their influence on grapevine yield, sanitary status and berry composition were analyzed for 'Tannat' grown in commercial vineyards in the south of Uruguay (Lat 34° 37' S; 56° 17' W). Statistical analysis showed that the principal component analysis (PCA) separated years in three groups: Group 1: rainfall over the growing season higher than the average, limited sanitary status, acidity and yield higher than average, lower sugar content, late harvest. Group 2: greater thermal conditions and water component lower than average, better sanitary status, sugar contents and acidity lower than average, early harvest. Group 3: thermal conditions lower than average, rainfall higher during budbreak-fruitset period and lower than average in the month before harvest, berry size and sugar contents greater than average. Correlations between climate, yield and berry quality variables were established and stages of greater sensitivity to these climate elements were determined. In the studied years, climate variability within the region was high and 'Tannat' showed to be strongly influenced by such variability.
气候变率对葡萄的影响因其对葡萄最终成分和品质的影响而被广泛研究。1994-2016年期间,研究人员分析了乌拉圭南部(南纬34°37';主成分分析(PCA)将年份划分为3组:第1组:生长期降雨量高于平均水平、有限卫生状况、酸度和产量高于平均水平、含糖量较低、收获较晚。第2组:热条件较好,水分成分低于平均水平,卫生状况较好,糖含量和酸度低于平均水平,收获较早。第3组:温度条件低于平均水平,发芽期降雨量高于平均水平,收获前一个月降雨量低于平均水平,浆果大小和含糖量高于平均水平。建立了气候、产量和浆果品质变量之间的相关性,并确定了对这些气候要素更敏感的阶段。在研究年份,该区域内的气候变率很高,“Tannat”受到这种变率的强烈影响。
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引用次数: 4
Root transcriptome reveals responses to plastic film mulching and grass cover in wine grape 'Cabernet Sauvignon' root and berry 根转录组揭示了酿酒葡萄“赤霞珠”根和浆果对塑料薄膜覆盖和草覆盖的反应
Pub Date : 2020-02-13 DOI: 10.5073/VITIS.2020.59.1-8
Rui Wang, Quan Sun, Xu Xing
This study was designed to investigate the influence of grass and film mulching on grape (V. vinifera) fruit quality and root transcriptome. The groundcovers (plastic film and seeds of herba portulacae and E. humifusa Willd) were set or sawn on the ground under wine grape plants ('Cabernet Sauvignon'). Test plots in the control group were treated with clean tillage. Properties of plant biochemicals under covers and grape berry quality were determined after two years. RNA-seq was analyzed for grape roots under different treatments. E. humifusa Willd cover increased plant total N and P; and film mulching increased plant total P and decreased plant total K. Herba portulacae cover decreased berry tannin and increased anthocyanin, soluble solid and titratable acid; E. humifusa Willd cover increased anthocyanin, soluble solid and titratable acid. Film mulching increased the contents of berry total phenols, soluble solid, and decreased titratable acid significantly in comparison with clean tillage. Root RNA-seq showed that there were 1, 0, and 42 differently expressed genes (DEGs) in Herba portulacae, E. humifusa Willd and film cover, compared with clean tillage, respectively. Film mulching increased the expression of root high-affinity nitrate transporter 2.1 (NRT2.1), NRT2.4 and glutamine synthetase, which associated with 'Nitrogen metabolism', and decreased the expression of root small class I/II heat shock proteins. Plastic film mulching increased grapple quality properties via activating N metabolism. Film mulching was a more excellent mulching for improving grape quality than grass cover in Ningxia, China.
本试验旨在研究草膜覆盖对葡萄果实品质和根系转录组的影响。地被物(塑料薄膜和马蹄草和黄毛草的种子)被放置或锯在葡萄酒葡萄植物(赤霞珠)下的地面上。对照组试验田采用净耕处理。两年后测定了植物膜下生化特性和葡萄果实品质。对不同处理下葡萄根系进行RNA-seq分析。葎草野生覆盖增加了植物总氮、总磷;覆盖马齿苋使浆果单宁含量降低,花青素、可溶性固形物和可滴定酸含量增加;野豆豆覆盖花青素、可溶性固体和可滴定酸增加。覆膜较净耕显著提高了果实总酚、可溶性固形物含量,显著降低了可滴定酸含量。根rna测序结果显示,与清洁耕作相比,马齿苋、野生蒿和地膜覆盖分别有1个、0个和42个差异表达基因(deg)。覆膜增加了与氮代谢相关的根高亲和力硝酸盐转运蛋白2.1 (NRT2.1)、NRT2.4和谷氨酰胺合成酶的表达,降低了根小类I/II热休克蛋白的表达。地膜覆盖通过激活氮素代谢提高了葡萄品质。在宁夏,膜覆盖比草覆盖对葡萄品质的改善效果更好。
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引用次数: 3
Estimation of grapevine predawn leaf water potential based on hyperspectral reflectance data in Douro wine region 基于高光谱反射数据的斗罗葡萄黎明前叶片水势估算
Pub Date : 2020-02-13 DOI: 10.5073/VITIS.2020.59.9-18
R. Tosin, I. Pôças, I. Gonçalves, M. Cunha
Hyperspectral data collected through a handheld spectroradiometer (400-1010 nm) were tested for assessing the grapevine predawn leaf water potential (ѱpd) measured by a Scholander chamber in two test sites of Douro wine region. The study was implemented in 2017, being a year with very hot and dry summer, conditions prone to severe water shortage. Three grapevine cultivars, 'Touriga Nacional', 'Touriga Franca' and 'Tinta Barroca' were sampled both in rainfed and irrigated vineyards, with a total of 325 plants assessed in four post-flowering dates. A large set of vegetation indices computed with the hyperspectral data and optimized for the ѱpd values, as well as structural variables, were used as predictors in the model. From a total of 631 possible predictors, four variables were selected based on a stepwise forward procedure and the Wald statistics: irrigation treatment, test site, Anthocyanin Reflectance Index Optimized (ARIopt_656,647) and Normalized Ratio Index (NRI711,700). An ordinal logistic regression model was calibrated using 70 % of the dataset randomly selected and the 30 of the remaining observations where used in model validation. The overall model accuracy obtained with the validation dataset was 73.2 %, with the class of ѱpd corresponding to the high-water deficit presenting a positive prediction value of 79.3 %. The accuracy and operability of this predictive model indicates good perspectives for its use in the monitoring of grapevine water status, and to support the irrigation tasks.
通过手持式光谱辐射计(400-1010 nm)采集的高光谱数据,对杜罗葡萄酒产区两个试验点的葡萄黎明前叶片水势(ѱpd)进行了评估。这项研究是在2017年实施的,那一年夏天非常炎热干燥,容易出现严重缺水的情况。三个葡萄品种,Touriga Nacional, Touriga Franca和Tinta Barroca在雨养和灌溉的葡萄园中取样,在四个开花后的日期共评估了325株植物。利用高光谱数据计算并优化ѱpd值的大量植被指数以及结构变量作为模型的预测因子。从631个可能的预测因子中,根据逐级递进程序和Wald统计选择4个变量:灌溉处理、试验点、花青素反射指数优化(ariopt_656647)和归一化比率指数(nri711700)。使用随机选择的70%的数据集校准有序逻辑回归模型,剩余的30个观测值用于模型验证。验证数据集得到的模型总体精度为73.2%,其中高亏水对应的ѱpd类正向预测值为79.3%。该预测模型的准确性和可操作性为葡萄藤水分状况监测和灌溉任务提供了良好的应用前景。
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引用次数: 7
QTL identification and candidate gene identification for monoterpene content in grape (Vitis vinifera L.) berries 葡萄(Vitis vinifera L.)果实单萜含量的QTL鉴定和候选基因鉴定
Pub Date : 2020-02-13 DOI: 10.5073/VITIS.2020.59.19-28
Hong Lin, Yinshan Guo, Xiaoxu Yang, S. Kondo, Yuhui Zhao, Zhendong Liu, Kun Li, Xiu-wu Guo
Great progress has been made during the last decade in clarifying the molecular details of aroma accumulation in grape berries. However, the multigene complex controlling monoterpene accumulation in grape is not well understood. To shed light on this issue, the grapes of 149 F1 progenies from the cross 87-1 (Vitis vinifera L.) × 9-22 (Vitis vinifera L.) were characterized at the mature stage for three representative free monoterpenes during five growing seasons. A total of 202, 184 and 255 polymorphic SSR (simple sequence repeat) markers were contracted on the maternal 87-1, paternal 9-22 and consensus genetic maps, respectively. On the consensus map, we confirmed a major QTL (quantitative trait locus) for free linalool, nerol and α-terpineol content on linkage group (LG) 5, and a stable QTL for free linalool and α-terpineol was detected on LG 10. In addition, two new stable QTLs for free monoterpene (linalool, nerol and α-terpineol) contents were identified on LG 11 and LG 18 that explained up to 42.5 % of the total variance. Eleven promising candidate genes related to pentatricopeptide repeat (PPR)-containing proteins, seed maturation protein, RING finger protein, and AP2/ERF transcription factors might be potentially involved in monoterpene accumulation. The stable QTLs and candidate genes identified in this study provide new insights into free monoterpene accumulation in grape.
近十年来,在阐明葡萄果实香气积累的分子细节方面取得了很大进展。然而,控制葡萄单萜积累的多基因复合体尚不清楚。为了阐明这一问题,对87-1 (Vitis vinifera L.) × 9-22 (Vitis vinifera L.)杂交的149个F1后代在5个生长季节的成熟阶段进行了3种代表性游离单萜烯的特征分析。在母本87-1、父本9-22和共识遗传图谱上分别收缩了202、184和255个多态性SSR(简单序列重复)标记。在共识图谱上,我们确定了游离芳樟醇、橙花醇和α-松油醇含量的主要QTL(数量性状位点)位于连锁群(LG) 5上,在LG 10上检测到一个稳定的游离芳樟醇和α-松油醇含量QTL。另外,在LG 11和LG 18上鉴定出了游离单萜醇(芳樟醇、橙酚和α-松油醇)含量的两个新的稳定qtl,解释了总方差的42.5%。11个与含五肽重复(PPR)蛋白、种子成熟蛋白、无名指蛋白和AP2/ERF转录因子相关的有希望的候选基因可能参与单萜积累。本研究鉴定的稳定qtl和候选基因为研究葡萄游离单萜积累提供了新的思路。
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引用次数: 2
Fast transmission of grapevine 'Pinot gris' virus (GPGV) in vineyard 葡萄“灰比诺”病毒(GPGV)在葡萄园中的快速传播
Pub Date : 2020-02-13 DOI: 10.5073/VITIS.2020.59.29-34
N. Bertazzon, V. Forte, E. Angelini
Grapevine 'Pinot gris' virus (GPGV) is a newly emergent virus associated with the appearance of grapevine leaf mottling and deformation disease (GLMD). The worldwide spreading of this virus, and sometimes of the associated disease, that has occurred in the last years, requests further epidemiological studies to verify the progress of natural infection in the field. In the present paper, GPGV infection and spatiotemporal spreading of GLMD, investigated in two vineyards with high disease occurrence, confirmed an elevated presence of the virus in vineyards of Northeastern Italy, and revealed an increasing of symptomatic plants over the time. At the same time, the progress of natural infection was monitored after the placement of new grafted plants near the symptomatic grapevines in the infected vineyards. After three years, 76 % of the plantlets that were initially GPGV-free became GPGV-infected, giving an evidence of the fast transmission of GPGV in the field. Only 14 % of the plantlets, all collocated inside a patch with diseased plants, showed typical GLMD-symptoms. Interestingly, some plantlets, which were already GPGV-infected with the "asymptomatic" GPGV variant before planting in the field, did not become infected with the "symptomatic" viral wild variant after three years and never showed GLMD symptoms.
葡萄“灰比诺”病毒(GPGV)是一种与葡萄叶片斑驳和变形病(GLMD)有关的新出现的病毒。近年来,这种病毒和相关疾病在世界范围内蔓延,因此需要进一步进行流行病学研究,以核实实地自然感染的进展情况。本文通过对两个高发葡萄园的GPGV感染和GLMD的时空传播进行研究,证实了意大利东北部葡萄园中GPGV病毒的存在,并发现有症状的植株随着时间的推移而增加。同时,在有症状的葡萄附近放置新嫁接植株后,监测自然侵染的进展。三年后,76%最初不含GPGV的植株感染了GPGV,这证明了GPGV在田间的快速传播。只有14%的植株(全部与患病植株并列)表现出典型的glmd症状。有趣的是,一些在种植前已经感染了“无症状”GPGV变体的植株,在三年后没有感染“有症状”的病毒野生变体,也没有出现GLMD症状。
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引用次数: 7
Ultrasonic treatments during the alcoholic fermentation of red wines: effects on 'Syrah' wines 红酒酒精发酵过程中的超声波处理:对“西拉”葡萄酒的影响
Pub Date : 2019-12-13 DOI: 10.5073/VITIS.2019.58.SPECIAL-ISSUE.83-88
A. Ruiz-Rodríguez, C. Carrera, M. P. Lovillo, C. Barroso
Grapes grown in warm climates have shorter ripening periods. This makes the regular level of several compounds related to sensory properties in wine to remain low. Therefore, those grapes need to receive a particular treatment during winemaking processes if they have to reach the adequate content levels of colour and aroma related compounds. Applying ultrasound during some of the winemaking procedures may contribute to improving the maceration process, which would result in a higher recovery of compounds from grape skins and seeds to the must. This work studies the effect of applying ultrasound to 'Syrah' musts for two different time lengths during its alcoholic fermentation. The wines produced according to regular winemaking procedures (reference wines) were then compared to wines that had been produced under the effect of ultrasound for 30 to 60 min per day. The results showed that the wines produced using ultrasound had concentrations of volatile compounds higher than their reference wine. These data were consistent with the results from the tasting panel, where the judges highlighted the red fruit notes of the wines resulting from the application of ultrasound during the alcoholic fermentation. On the other hand, there were differences between the two wines resulting from applying ultrasound for two different lengths of time, applying ultrasound for 30 min per day proved to be more effective in terms of aroma than applying ultrasounds for 60 min per day. The conclusion of this research is that applying ultrasound during the alcoholic fermentation favours the extraction of volatile compounds. However different times can produce different results. Furthermore, an excessive application of ultrasound may lead to the degradation of some of the compounds of interest.
生长在温暖气候下的葡萄成熟期较短。这使得葡萄酒中与感官特性相关的几种化合物的正常水平保持在较低水平。因此,这些葡萄需要在酿酒过程中接受特殊的处理,如果它们必须达到足够的颜色和香气相关化合物的含量水平。在一些酿酒过程中应用超声波可能有助于改善浸渍过程,这将导致从葡萄皮和种子到葡萄汁的化合物的更高回收率。这项工作研究了超声波对“西拉”酒在酒精发酵过程中两种不同时间长度的影响。然后将按照常规酿酒程序生产的葡萄酒(参考葡萄酒)与每天在超声作用下生产30至60分钟的葡萄酒进行比较。结果表明,用超声波生产的葡萄酒挥发性化合物浓度高于对照酒。这些数据与品酒小组的结果一致,在品酒小组中,评委们强调了葡萄酒的红色水果味,这是在酒精发酵过程中应用超声波产生的。另一方面,两种葡萄酒之间存在差异,这是由于使用超声波的时间长短不同,每天使用超声波30分钟比每天使用超声波60分钟在香气方面更有效。本研究的结论是,在酒精发酵过程中应用超声波有利于挥发性化合物的提取。然而,不同的时间会产生不同的结果。此外,超声波的过度应用可能导致一些感兴趣的化合物的降解。
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引用次数: 6
Effect of forcing vine regrowth on 'Tempranillo' (Vitis vinifera L.) berry development and quality in Extremadura 强迫植株再生对埃斯特雷马杜拉‘丹魄’果实发育和品质的影响
Pub Date : 2019-12-13 DOI: 10.5073/VITIS.2019.58.SPECIAL-ISSUE.135-142
N. Lavado, David Uriarte Hernández, L. Mancha, D. Moreno, M. Sánchez, M. H. P. Losada
In warmer regions, fruit ripening in the wine grape tends to take place during the hottest part of the growing season. This can have negative consequences on the qualitative characteristics of the grape berries at harvest. Forcing vines to regrow can be an aggressive but effective technique to delay the harvest date, but needs to be evaluated carefully in each growing condition. In 2017, in an experimental vineyard in Extremadura, forcing was conducted 3 (F1 treatment) and 22 (F2 treatment) days after anthesis (May 18 and June 6) by hedging growing shoots to seven nodes and removing summer laterals, leaves and primary clusters. Vines grown using conventional practices were used for the Control treatment. Forcing delayed the harvest date from August 22 (Control) to September 14 (F1) and October 19 (F2). Shifting the berry growth period modified the duration of the different fruit development stages. Compared to the Control treatment, the F1 and F2 berries were smaller at harvest, but had similar skin weight percentages; however, the seed weight percentage of the F2 berries was higher. The differences in grape composition observed at harvest between the various treatments were further accentuated in the wines. At harvest, the F2 berries had significantly higher total polyphenol and anthocyanin content than the Control and F1 berries, which had similar values. In the wines, both F1 and F2 characteristics differed considerably from the Control, most notably in the high F2 tannin concentration. These preliminary results from the first year of study indicate the potential of this technique to obtain wine grapes with very different characteristics, offering new viticultural perspectives in warm climate areas.
在温暖的地区,酿酒葡萄的果实成熟往往发生在生长季节最热的部分。这可能会对收获时葡萄果实的质量特性产生负面影响。强迫葡萄藤再生可能是一种积极但有效的延迟收获日期的技术,但需要在每种生长条件下仔细评估。2017年,在埃斯特雷马杜拉(Extremadura)的一个实验葡萄园,在花后3天(F1处理)和22天(F2处理)(5月18日和6月6日),通过树篱将嫩芽生长到7个节点,去除夏季侧枝、叶片和主簇。采用常规方法种植的葡萄藤作为对照处理。强制将收获日期从8月22日(对照)推迟到9月14日(F1)和10月19日(F2)。改变浆果的生育期可以改变不同果实发育阶段的持续时间。与对照处理相比,F1和F2果实收获时体积较小,但果皮质量百分比相近;但F2果实的种子重率较高。在收获时观察到的不同处理之间的葡萄成分差异在葡萄酒中进一步突出。收获时,F2果实的总多酚和花青素含量显著高于对照和F1果实,两者含量相近。在葡萄酒中,F1和F2的特征与对照有很大的不同,最明显的是F2的高单宁浓度。这些第一年的初步研究结果表明,这种技术有潜力获得具有非常不同特征的酿酒葡萄,为温暖气候地区的葡萄栽培提供了新的前景。
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引用次数: 14
Agronomic classification between vineyards ('Verdejo') using NDVI and Sentinel-2 and evaluation of their wines 使用NDVI和Sentinel-2对葡萄园('Verdejo')进行农艺分类,并对其葡萄酒进行评价
Pub Date : 2019-12-13 DOI: 10.5073/VITIS.2019.58.SPECIAL-ISSUE.33-38
S. Vélez, J. A. Rubio, M. I. Andres, E. Barajas
A classification between three vineyards belonging to the Appellation of Origin Rueda (Castilla y Leon, Spain) has been established in veraison to determine the productive capacities of each vineyard and to study their impact on the grape quality. Several open-access multispectral images obtained from the SENTINEL-2A satellite in the year 2016 were used to calculate the NDVI (Normalized Difference Vegetation Index), which provides information about the vigour of the vineyards. Eleven cloud-free images were assessed and based on the NDVI, three vigour levels were established: high vigour (0.356-0.458), medium vigour (0.285-0.355) and low vigour (0.166-0.284). A level of vigour was assigned to each vineyard according to the NDVI mean values of its pixels. Significant differences were found in the pruning wood weight and yield: high, medium and low vigour values were 2438, 1895 and 1487 kg·ha-1 and 15984, 12990 and 10576 kg·ha-1, respectively. The highest values of total acidity (6.04 g·L-1) and tartaric acid (9.05 g·L-1) have been obtained in low vigour, as well as the lowest values of pH (3.26), malic acid (0.42 g·L-1) and potassium (1640 ppm). Finally, one wine per vigour was produced and a tasting was carried out to check if the differences between the vineyards were perceptible. According to the obtained results, the NDVI is a good indicator to classify vineyards, finding notable differences between the experimental treatments studied.
为了确定每个葡萄园的生产能力,并研究它们对葡萄质量的影响,在三个属于Rueda原产地名称(西班牙卡斯蒂利亚-莱昂)的葡萄园之间建立了分类。使用2016年SENTINEL-2A卫星获取的几张开放获取的多光谱图像来计算NDVI(归一化植被指数),该指数提供了有关葡萄园活力的信息。对11幅无云影像进行评价,根据NDVI划分出3个烈度等级:高烈度(0.356 ~ 0.458)、中烈度(0.285 ~ 0.355)和低烈度(0.166 ~ 0.284)。根据其像素的NDVI平均值,为每个葡萄园分配了一个活力水平。剪枝重和产量差异显著:高、中、低活力值分别为2438、1895和1487 kg·ha-1, 15984、12990和10576 kg·ha-1。低龄期总酸度最高(6.04 g·L-1),酒石酸最高(9.05 g·L-1), pH最低(3.26),苹果酸最低(0.42 g·L-1),钾最低(1640 ppm)。最后,生产了一种每活力的葡萄酒,并进行了品尝,以检查葡萄园之间的差异是否明显。结果表明,NDVI是一个很好的葡萄园分类指标,不同处理间差异显著。
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引用次数: 16
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Vitis: Journal of Grapevine Research
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