Viticulture Data Journal :
Data Paper (Biosciences)
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Corresponding author: Maritina Stavrakaki (maritina@aua.gr)
Academic editor: Denis Rusjan
Received: 26 Sep 2019 | Accepted: 18 Apr 2020 | Published: 24 Apr 2020
© 2020 Victoria Verarou, Maritina Stavrakaki, Ioannis Daskalakis, Despoina Bouza, Katerina Biniari
This is an open access article distributed under the terms of the Creative Commons Attribution License (CC BY 4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
Citation: Verarou V, Stavrakaki M, Daskalakis I, Bouza D, Biniari K (2020) Effect of the plot variability on the qualitative and quantitative characteristics of the berry's skins and seeds of grape cultivar Agiorgitiko (Vitis vinifera L.). Viticulture Data Journal 2: e46873. https://doi.org/10.3897/vdj.2.e46873
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Soil properties, climatic conditions and cultivation techniques constitute significant variables, which affect the quality of the final product. In particular, soil data (soil texture, soil electrical conductivity etc.) and weather data (average temperature, humidity etc.) affect both crop quality data (sugar content, anthocyanins content, phenolic compounds concentrations etc.) and crop quantity data (crop yield, berry weight and size etc.).
The aim of this study was to investigate the variations of the microclimatic areas that exist within the same vineyard and their effect on the qualitative and quantitative characteristics of the berry skins and seeds of the grapes. These microclimatic areas could be identified and classified as those which could produce grapes for PDO wines and those which could be used for the production of other types of wines.
The overall results of this study indicated important differences between the grapes of different sub-zones from the perspective of their chemical analyses, namely with notable differences identified between the grapes in the anthocyanin concentration and mainly in the concentration of malvidin, acetyl and coumaric esters of malvidin.
A significant variability was observed in the characters of the must and in berry mechanical properties. More specifically, higher weight of berries was observed in the lower part of the vineyard, based on its slope. In the north-eastern part of the vineyard, a higher concentration of polyphenolic compounds was recorded. The concentration of total anthocyanins was found to be positively correlated with the soil slope, while significant variability in the concentration of total anthocyanins was revealed.
anthocyanins, phenolic compounds, tannins, flavanoids, flavanols, flavonols, flavones, skins, seeds
One of the most important viticultural areas of Greece is that of the Peloponnese, which includes the very famous Protected Designation of Origin (PDO) region Nemea where 'Agiorgitiko', one of the noblest and oldest Greek grapevine cultivars, is cultivated (Ministry of Agriculture 2018). This region is characterised by a significant variation of soils, even within the same vineyards, resulting in the production of wines which do not comply with PDO specification.
The expansion of the vineyards from higher, sloped landscapes (higher than 900 m) to new cultivation areas has resulted in the location of many newer planted vineyards at lower elevations and more fertile soils typically located between 750 and 800 m. The climatic conditions in these areas, as well as the productive potential of the soils, demand greater attention to vine management, including microclimatic aspects affecting health and maturation of grapes (
The process of acquiring and using data during the implementation of Precision Viticulture is constant and repetitive. Therefore, it is possible to determine the appropriate plots within a vineyard in order to obtain viticultural products of high quality through selective harvesting, based on zones of similar soil properties (
The aim of this study was to investigate the variations of the microclimatic areas that exist within the same vineyard and their effect on the qualitative and quantitative characteristics of the grapes. These microclimatic areas could be identified and classified as those which could produce grapes for PDO wines and those which could be used for the production of other types of wines.
Experimental design
The vineyard where the experiment took place is located in Nemea. The row orientation is northeast-southwest and the training/trellis system is VSP (vertical shoot positioned) - cane pruning, double Guyot (Fig.
Based on the phenotypic characteristics of the vines, as well as the soil differences in the different microclimatic areas of the vineyard, a section of the vineyard was divided in 3 plots (B, E, H) and each plot was divided into 5 cells (B01-B05, E01-E05 and H01-H05), which constituted the different types of treatments under study (Fig.
Characters of the grape juice
Plot |
pH |
Total titratable acidity (g tartaric acid/L grape juice) |
Sugars (Brix) |
Β01 |
4.08 ± 0.05bc |
3.55 ± 0.03de |
23.27 ± 0.64b |
Β02 |
3.81 ± 0.02e |
3.60 ± 0.12de |
23.67 ± 0.29b |
Β03 |
4.10 ± 0.01b |
3.75 ± 0.00de |
25.20 ± 0.00a |
Β04 |
3.89 ± 0.00de |
3.50 ± 0.12de |
22.00 ± 0.00cd |
Β05 |
4.09 ± 0.00bc |
3.75 ± 0.00de |
23.40 ± 0.00b |
Ε01 |
4.27 ± 0.00a |
4.50 ± 0.00bc |
17.87 ± 0.07g |
Ε02 |
3.83 ± 0.01de |
3.38 ± 0.22e |
18.97 ± 0.03f |
Ε03 |
4.28 ± 0.00a |
4.38 ± 0.12c |
21.80 ± 0.00cd |
Ε04 |
3.87 ± 0.00de |
3.38 ± 0.00e |
18.20 ± 0.00fg |
Ε05 |
3.91 ± 0.00d |
3.50 ± 0.12de |
20.00 ± 0.00c |
Η01 |
3.73 ± 0.00f |
5.13 ± 0.12a |
22.27 ± 0.07c |
Η02 |
4.09 ± 0.01b |
4.13 ± 0.22cd |
23.87 ± 0.07b |
Η03 |
4.08 ± 0.00b |
4.63 ± 0.13abc |
21.07 ± 0.07d |
Η04 |
3.89 ± 0.00de |
5.00 ± 0.12ab |
17.47 ± 0.07g |
Η05 |
4.02 ± 0.00c |
4.63 ± 0.13abc |
19.13 ± 0.07ef |
Individual acid concentration in grape juice
Plot |
Tartaric acid(mg tartaric acid/L grape juice |
Malic acid(mg malic acid/L grape juice) | Succinic acid(mg succinic acid/L grape juice) |
---|---|---|---|
Β01 |
5124.25 ± 95.73e |
1173.48 ± 23.45f |
3.49 ± 0.11def |
Β02 |
5123.15 ± 93.93e |
1164.78 ± 25.45f |
3.50 ± 0.12def |
Β03 |
5403.04 ± 8.86cde |
1126.09 ± 79.84f |
3.60 ± 0.05cdef |
Β04 |
4440.00 ± 91.99f |
1308.78 ± 6.98ef |
3.99 ± 0.08bcd |
Β05 |
6739.96 ± 245.16a |
1777.17 ± 25.50b |
4.34 ± 0.12bc |
Ε01 |
5954.83 ± 106.74bc |
1234.73 ± 17.95f |
4.13 ± 0.20bcd |
Ε02 |
6197.88 ± 112.78ab |
2130.10 ± 134.40a |
4.50 ± 0.08b |
Ε03 |
5160.03 ± 15.88de |
797.42 ± 27.54g |
3.00 ± 0.13f |
Ε04 |
5071.27 ± 155.01ef |
841.80 ± 10.22g |
3.19 ± 0.05ef |
Ε05 |
6143.66 ± 100.45ab |
1717.57 ± 21.47bc |
3.91 ± 0.24bcde |
Η01 |
6363.03 ± 109.89ab |
1237.47 ± 1.50f |
3.42 ± 0.01def |
Η02 |
6058.85 ± 100.50b |
1582.80 ± 41.30bcd |
3.71 ± 0.18cdef |
Η03 |
6726.75 ± 116.15a |
1518.93 ± 24.35cde |
4.51 ± 0.01b |
Η04 |
6438.62 ± 134.51ab |
1495.05 ± 19.61cde |
4.49 ± 0.23b |
Η05 |
5801.22 ± 184.65bcd |
1362.69 ± 17.21 def |
5.72 ± 0.20a |
Seeds and skins total phenolics concentration
Plot |
Seed total phenolics (mg gallic acid/g f.w.) |
Skin total phenolics (mg gallic acid/g f.w.) |
---|---|---|
Β01 |
27.25 ± 0.61cd |
7.23 ± 0.20bc |
Β02 |
27.56 ± 0.48cd |
6.95 ± 0.09bcd |
Β03 |
26.42 ± 0.78cd |
6.97± 0.11bcd |
Β04 |
25.99 ± 0.39cd |
6.25 ± 0.23def |
Β05 |
27.46 ± 0.76cd |
6.71 ± 0.20cd |
Ε01 |
28.70b ± 1.84bc |
7.53 ± 0.08b |
Ε02 |
24.57 ± 0.85cd |
9.30 ± 0.26a |
Ε03 |
26.51 ± 0.09cd |
9.15 ±0.08a |
Ε04 |
27.72 ± 1.27cd |
5.84 ± 0.02efg |
Ε05 |
27.51 ± 1.39cd |
6.23 ± 0.11def |
Η01 |
24.64 ± 0.84cd |
4.58 ± 0.04h |
Η02 |
22.79 ± 0.85d |
5.82 ± 0.17fg |
Η03 |
33.71 ± 1.89ab |
5.24 ± 0.12gh |
Η04 |
38.64 ± 0.48a |
6.65 ± 0.29cde |
Η05 |
28.28 ± 1.55bcd |
7.23 ± 0.04bc |
Seeds and skins total tannins concentration
Plot |
Seed tannins (mg catechin/g f.w.) |
Skin tannins (mg catechin/g f.w.) |
---|---|---|
Β01 |
77.90 ± 3.59e |
19.00 ± 2.14de |
Β02 |
77.90 ± 1.45e |
19.00 ± 0.37de |
Β03 |
94.79 ± 0.83bcd |
16.78 ± 0.88def |
Β04 |
113.02 ± 1.34a |
25.01 ± 1.29b |
Β05 |
106.62 ± 1.60ab |
25.03 ± 0.37b |
Ε01 |
100.10 ± 4.23bc |
33.10 ± 0.35a |
Ε02 |
95.65 ± 6.49bcd |
24.74 ± 0.17bc |
Ε03 |
98.51 ± 2.06bcd |
18.15 ± 0.65def |
Ε04 |
86.10 ± 0.22de |
18.79 ± 0.83de |
Ε05 |
101.66 ± 1.05abc |
16.35 ± 0.43f |
Η01 |
93.61 ± 1.40cd |
16.30 ± 0.10ef |
Η02 |
73.79 ± 1.71e |
14.40 ± 0.56f |
Η03 |
77.32 ± 0.55e |
20.86 ± 0.00cd |
Η04 |
77.32 ± 0.22e |
23.56 ± 0.35bc |
Η05 |
94.40 ± 0.72bcd |
18.98 ± 0.00de |
Individual anthocyanins
Plot |
mg malvidin/g f.w.) |
mg acetyl ester malvidin/g f.w. | mg coumaric ester malvidin/g f.w. |
---|---|---|---|
Β01 |
0.89 ± 0.02cde |
0.05 ± 0.00cde |
0.01 ± 0.01f |
Β02 |
0.89 ± 0.02cde |
0.05 ± 0.00cde |
0.01 ± 0.01f |
Β03 |
0.87 ± 0.00cde |
0.05± 0.01cde |
0.01 ± 0.00f |
Β04 |
0.78 ± 0.00e |
0.02 ± 0.00f |
0.01 ± 0.00f |
Β05 |
0.67 ± 0.00ef |
0.03 ± 0.00ef |
0.02 ± 0.00ef |
Ε01 |
0.81 ± 0.08de |
0.04 ± 0.00def |
0.12 ± 0.03def |
Ε02 |
0.46 ± 0.02f |
0.03 ± 0.00f |
0.16 ± 0.00d |
Ε03 |
1.06 ± 0.07bcd |
0.06 ± 0.01bcd |
0.58 ± 0.05b |
Ε04 |
1.11 ± 0.02bc |
0.05 ± 0.00cde |
0.58 ± 0.02b |
Ε05 |
1.06 ± 0.03bcd |
0.05 ± 0.00cde |
0.15 ± 0.02de |
Η01 |
1.06 ± 0.09bcd |
0.06 ± 0.01bc |
0.21 ± 0.01cd |
Η02 |
0.93 ± 0.04bcde |
0.05 ± 0.00cde |
0.34 ± 0.01c |
Η03 |
1.17 ± 0.07b |
0.08 ± 0.00b |
0.62 ± 0.01b |
Η04 |
1.09 ± 0.02bc |
0.08 ± 0.01b |
0.68 ± 0.05b |
Η05 |
1.44 ± 0.10a |
0.12 ± 0.01a |
1.01 ± 0.06a |
Chlorophyll, photosynthesis and leaf temperature on harvest day
Plot | Chlorophyll | Photosynthesis |
Temp -leaf |
---|---|---|---|
Β01 |
25.6 | 7.33 | 25.9 |
Β02 |
24.3 | 8.14 | 25.7 |
Β03 |
23.9 | 10.25 | 25.7 |
Β04 |
27.3 | 11.63 | 25.4 |
Β05 |
26.6 | 9.16 | 25.4 |
Ε01 |
29.0 | 6.03 | 25.8 |
Ε02 |
25.1 | 8.26 | 25.8 |
Ε03 |
28.0 | 9.26 | 25.9 |
Ε04 |
26.7 | 8.3 | 25.6 |
Ε05 |
29.6 | 5.99 | 25.6 |
Η01 |
24.9 | 5.87 | 25.7 |
Η02 |
23.4 | 10.77 | 25.6 |
Η03 |
26.5 | 9.33 | 26.1 |
Η04 |
29.5 | 4.14 | 26.4 |
Η05 |
28.9 | 4.65 | 26.2 |
Results
The results showed that there are qualitative and quantitative differences in the grapes produced in the different microclimatic areas. The polyphenolic profile is affected even within the same grape variety by a series of variable factors, amongst which are the soil and climatic conditions of a given vineyard.
More specifically for this experiment, segment H5 (see Fig. 2) recorded the highest concentration in total anthocyanins and particularly malvidin, in skins total flavanols, skins total flavononoids, skins and seeds total flavones and flavonols with statistically significant difference compared to the other segments. Segment B3 recorded the highest concentration in total soluble solids and segment H3 recorded the highest concentration in total titratable acidity, with a statistically significant difference compared to the other segments. The highest concentration in tartaric acid was recorded in segments B5 and H3, while segment E2 scored the highest concentration in malic acid. Segment E1 presented the highest concentration in skins total tannins and B4 scored the highest concentration in seeds total tannins, with a statistically significant difference, respectively, compared to all other segments (Tables
The collection of the grapes took place during the technological maturity of each cell. Grapes were randomly selected from three different vines of each cell. The grapes were collected from the main shoots of different positions. In each sampling, ten grapes were collected. Each sampling constituted one replication. A total of three replications per treatment (cell) took place. The sampling process and samples preparation for spectrophotometric and HPLC analyses, as well as the data analysis described in
Measurements:
The vineyard is located in the area of Archaia Nemea (
Column label | Column description |
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Samples | Samples collected from the different plots of the vineyard |
Bunch weight (g) | Bunch weight measured in g |
Bunch width (cm) | Bunch width measured in cm |
Berry length (mm) (avg. of 10 berries) | Average length of 10 berries measured in mm |
Berry width (mm) (avg. of 10 berries) | Average width of 10 berries measured in mm |
Weight of 30 berries (g) | Weight of 30 berries measured in g |
pH of grape juice | Measurement: pH |
Total Acidity of grape juice | Total titratable acidity measured in g tartaric acid/l must |
Sugars of grape juice | Total soluble solids measured in Brix |
Total phenolics seeds (mg gallic acid/g fresh tissue) | Total phenolics of berry seeds measured in mg gallic acid/g fresh tissue |
Total phenolics skins (mg gallic acid/g fresh tissue) | Total phenolics of berry skin measured in mg gallic acid/g fresh tissue |
Total flavanols skins (mg catechin/g fresh tissue) | Total flavanols of berry skin measured in mg catechin/g fresh tissue |
Total flavanols seeds (mg catechin/g fresh tissue) | Total flavanols of berry seeds measured in mg catechin/g fresh tissue |
Total flavononoids skins (mg catechin/g fresh tissue) | Total flavononoids of berry skin measured in mg catechin/g fresh tissue |
Total flavononoids seeds (mg catechin/g fresh tissue) | Total flavononoids of berry seeds measured in mg catechin/g fresh tissue |
Total flavones and flavonols skins (mg rutin/ g fresh tissue) | Total flavones and flavonols of berry skin measured in mg rutin/g fresh tissue |
Total flavones and flavonols seeds (mg rutin/ g fresh tissue) | Total flavones and flavonols of berry seeds measured in mg rutin/g fresh tissue |
Total tannins skins (mg catechin/g fresh tissue) | Total tannins of berry skin measured in mg catechin/g fresh tissue |
Total tannins seeds (mg catechin/g fresh tissue) | Total tannins of berry seeds measured in mg catechin/g fresh tissue |
Tartaric acid in grape juice (g/L) | Individual tartaric acid of grape juice measured in g tartaric acid/L must |
Malic acid in grape juice (g/L) | Individual malic acid of grape juice measured in g malic acid/L must |
Ascorbic acid in grape juice (g/L) | Individual ascorbic acid of grape juice measured in g ascorbic acid/L must |
Succinic acid in grape juice (g/L) | Individual succinic acid of of grape juice measured in g succinic acid/L must |
Fumaric acid in grape juice (g/L) | Individual fumaric acid of grape juice measured in g fumaric acid/L must |
Total anthocyanins (mg malvidin/g fresh tissue) | Total anthocyanins of berry skin measured in mg malvidin/g fresh tissue |
Delphinidin-3-O-glucoside (mg/g fresh tissue) | Individual anthocyanin delphinidin of berry skin measured in mg delfinidin/g fresh tissue |
Cyanidin-3-O-glucoside (mg/g fresh tissue) | Individual anthocyanin cyanidin of berry skin measured in mg cyanidin/g fresh tissue |
Petunidin-3-O-glucoside (mg/g fresh tissue) | Individual anthocyanin petunidin of berry skin measured in mg petunidin/g fresh tissue |
Peonidin-3-O-glucoside (mg/g fresh tissue) | Individual anthocyanin peonidin of berry skin measured in mg peonidin/g fresh tissue |
Malvidin-3-O-glucoside (mg/g fresh tissue) | Individual anthocyanin malvidin of berry skin measured in mg malvidin/g fresh tissue |
Malvidin-3-O-glucoside-acetate (mg/g fresh tissue) | Αcetic ester of malvidin measured in mg acetic ester malvidin/ g fresh tissue |
Malvidin-3-O-glucoside-coumarate (mg/g fresh tissue) | Coumaric ester of malvidin measured in mg coumaric ester malvidin/ g fresh tissue |
This is the raw dataset of the measurements performed on the samples collected from grapevine cultivar 'Agiorgitiko' in the different sub-zones of the vineyard. There are three repetitions per measurement and no statistical analysis has been performed.