| Literature DB >> 32397636 |
Olaf J Schelezki1,2, Alain Deloire3, David W Jeffery1,2.
Abstract
Changes to regulations by Food Standards Australia New Zealand have permitted the adjustment of must sugar levels with the addition of water in order to ensure a sound fermentation progress as well as mitigating excessive wine-alcohol levels. This study assessed the implications for Shiraz wine quality following a pre-fermentative must dilution (changing liquid-to-solid ratios), in comparison to juice substitution with water (constant liquid-to-solid ratios) that has previously been deemed a promising way to adjust wine-alcohol levels. While working within the legal limit of water addition to grape must, the effects of both approaches on wine quality parameters and sensory characteristics were rather similar, and of negligible nature. However, different implications between substitution and dilution appeared to be driven by grape maturity, and dilution was found to have a greater impact than substitution on some parameters at higher water implementation rates. In line with previous observations, longer hang-time followed by alcohol adjustments via pre-fermentation water addition were of limited merit compared to simply picking grapes earlier. This work provided further knowledge that supports informed decision making regarding the recently permitted approach of using water during winemaking.Entities:
Keywords: climate; descriptive analysis; harvest timing; polyphenols; sensory; tannins; wine colour; wine quality
Mesh:
Substances:
Year: 2020 PMID: 32397636 PMCID: PMC7249075 DOI: 10.3390/molecules25092245
Source DB: PubMed Journal: Molecules ISSN: 1420-3049 Impact factor: 4.411
Weather conditions near the McLaren Vale 1 vineyard during the 2016/2017 growing season. Minimum (Ø Temp Min), maximum (Ø Temp Max) and average (Ø Temp) temperatures, as well as precipitation sums (∑ Rainfall) are compared to the long-term values (2000–2017, in parentheses). Numbers in bold indicate values above (for temperature) or below (for rainfall) the average values.
| Month | Ø Temp Min (°C) | Ø Temp Max (°C) | Ø Temp (°C) | ∑ Rainfall (mm) |
|---|---|---|---|---|
| Jul ′16 |
| 14.5 (−0.3) | 11.8 (0.0) | 118.4 (+51.8) |
| Aug ′16 | 8.8 (0.0) |
|
| 68.6 (+14.9) |
| Sep ′16 | 9.8 (−0.6) | 16.6 (−2.0) | 13.2 (−1.3) | 64.0 (+18.1) |
| Oct ′16 | 10.4 (−1.1) | 19.9 (−1.5) | 15.2 (−1.3) | 65.8 (+33.8) |
| Nov ′16 | 12.0 (−2.1) | 22.8 (−2.1) | 17.4 (−2.1) |
|
| Dec ′16 | 15.2 (−0.2) |
| 20.9 (0.0) | 48.0 (+26.1) |
| Jan ′17 |
| 28.5 (−0.2) |
| 34.2 (+16.1) |
| Feb ′17 | 16.5 (−0.4) | 26.8 (−0.9) | 21.7 (−0.6) |
|
| Mar ′17 |
| 27.7 (+2.0) |
|
|
| Apr ′17 |
| 22.5 (+0.2) |
| 50.0 (+16.6) |
| May ′17 | 11.1 (−0.4) | 18.3 (−0.2) | 14.7 (−0.3) |
|
| Jun ′17 | 7.7 (−1.6) |
| 12.0 (−0.5) |
|
1 Noarlunga weather station (Latitude: 35.16 °S, Longitude 138.51 °E, Elevation: 55 m).
Basic grape compositional parameters at two distinct harvest dates (Fresh Fruit (FF) and Mature Fruit (MF)) and grape extractable tannin.1
| Parameter | Fresh Fruit | Mature Fruit |
|---|---|---|
| Harvest date | 8 March 2017 | 20 March 2017 |
| TSS [°Brix] | 22.7 ± 0.1 b | 25.5 ± 0.0 a |
| Berry weight [g/berry] | 0.89 ± 0.02 | 0.90 ± 0.02 |
| TA [g/L] 2 | 5.8 ± 0.1 a | 4.5 ± 0.1 b |
| pH | 3.82 ± 0.00 b | 4.03 ± 0.00 a |
|
| ||
| mg/g berry | 0.36 ± 0.01 b | 0.53 ± 0.02 a |
| mg/berry | 0.31 ± 0.01 b | 0.38 ± 0.03 a |
1 Values are means of three replicates ± standard error. Different superscripted lower-case letters within rows indicate significantly different means (p ≤ 0.05, one-way analysis of variance (ANOVA)). 2 Values in tartaric acid equivalents. 3 Determined by methylcellulose precipitable tannin assay of wine-like extracts for crushed berries.
Water addition rates, basic chemical parameters, and p-values for wines resulting from the Fresh Fruit (FF_Control, FF_S and FF_D series) and Mature Fruit (MF_Control, MF_S and MF_D series) harvests.1
| Wine | Water Addition Rate [% v/v] | Alcohol Level [% v/v] | TA | pH | Malic Acid [g/L] | Acetic Acid | Glycerol | Acetaldehyde [g/L] | Fructose |
|---|---|---|---|---|---|---|---|---|---|
| FF Control | n/a | 13.6 ± 0.1 a | 7.1 ± 0.2 | 3.48 ± 0.05 c | 3.05 ± 0.65 | 0.37 ± 0.04 a,b | 9.0 ± 1.22 a,b | 0.46 ± 0.17 a | 0.11 ± 0.16 |
| FF_S1 | 41.0 | 9.6 ± 0.1 e | 6.5 ± 0.1 | 3.53 ± 0.01 b,c | 2.83 ± 0.08 | 0.42 ± 0.02 a | 7.2 ± 0.1 c,d | 0.26 ± 0.01 b,c | 0.10 ± 0.14 |
| FF_S2 | 26.3 | 11.1 ± 0.1 c | 6.7 ± 0.1 b | 3.58 ± 0.05 a,b | 3.07 ± 0.03 | 0.36 ± 0.01 b,c | 8.1 ± 0.2 b,c | 0.32 ± 0.01 a,b,c | 0.22 ± 0.16 |
| FF_S3 | 11.6 | 12.6 ± 0.0 b | 7.0 ± 0.0 | 3.57 ± 0.01 a,b,c | 3.36 ± 0.17 | 0.32 ± 0.01 c,d | 9.2 ± 0.2 a | 0.40 ± 0.06 a,b | 0.12 ± 0.18 |
| FF_D1 | 41.0 | 9.0 ± 0.1 f | 6.2 ± 0.0 | 3.39 ± 0.03 d | 2.52 ± 0.03 | 0.39 ± 0.00 a,b | 6.7 ± 0.1 d | 0.21 ± 0.01 c | 0.08 ± 0.11 |
| FF_D2 | 26.3 | 10.8 ± 0.1 d | 6.6 ± 0.1 b | 3.53 ± 0.03 b,c | 2.94 ± 0.06 | 0.34 ± 0.04 b,c,d | 8.0 ± 0.2 c | 0.28 ± 0.03 b,c | 0.20 ± 0.14 |
| FF_D3 | 11.6 | 12.6 ± 0.1 b | 7.9 ± 1.4 | 3.62 ± 0.02 a | 3.25 ± 0.06 | 0.30 ± 0.02 d | 9.1 ± 0.1 a,b | 0.38 ± 0.03 a,b | 0.12 ± 0.17 |
| - | <0.0001 | 0.120 | <0.0001 | 0.087 | 0.004 | 0.000 | 0.039 | 0.951 | |
| Control | - | 13.6 a | 7.1 | 3.48 a | 3.05 | 0.37 | 9.0a | 0.46 | 0.11 |
| Substitution | - | 11.1 b | 6.8 | 3.56 b | 3.09 | 0.36 | 8.2b | 0.33 | 0.15 |
| Dilution | - | 10.8 c | 6.9 | 3.51 c | 2.90 | 0.34 | 7.9b | 0.29 | 0.13 |
| - | <0.0001 | 0.6332 | 0.0138 | 0.2251 | 0.1013 | 0.3081 | 0.3516 | 0.8680 | |
| MF Control | n/a | 15.5 ± 0.1 a | 7.0 ± 0.0 b | 3.52 ± 0.01 a | 2.86 ± 0.02 a | 0.33 ± 0.03 | 11.6 ± 0.1 a | 0.75 ± 0.00 a | 0.90 ± 0.29 a |
| MF_S1 | 47.2 | 10.6 ± 0.1 e | 6.6 ± 0.2 c | 3.50 ± 0.00 a,b | 2.28 ± 0.07 b,c | 0.38 ± 0.01 | 7.6 ± 0.1 d | 0.33 ± 0.03 c,d | 0.39 ± 0.01 b |
| MF_S2 | 34.0 | 12.0 ± 0.0 c | 6.7 ± 0.0 c | 3.49 ± 0.02 b,c | 2.47 ± 0.05 b | 0.35 ± 0.04 | 8.6 ± 0.2 c,d | 0.36 ± 0.02 c | 0.44 ± 0.01 b |
| MF_S3 | 10.2 | 14.5 ± 0.0 b | 7.3 ± 0.2 a | 3.52 ± 0.02 a | 2.76 ± 0.02 a | 0.32 ± 0.0 | 10.5 ± 0.1 b | 0.61 ± 0.03 b | 0.58 ± 0.01 b |
| MF_D1 | 47.2 | 9.60 ± 0.20 f | 6.3 ± 0.0 d | 3.31 ± 0.02 e | 2.17 ± 0.19 c | 0.30 ± 0.02 | 7.8 ± 0.5 d | 0.23 ± 0.04 d | 0.35 ± 0.05 b |
| MF_D2 | 34.0 | 11.7 ± 0.1 d | 6.5 ± 0.0 c,d | 3.38 ± 0.00 d | 2.47 ± 0.24 b | 0.31 ± 0.05 | 9.1 ± 1.0 c | 0.36 ± 0.14 c | 0.46 ± 0.08 b |
| MF_D3 | 10.2 | 14.4 ± 0.0 b | 7.0 ± 0.1 b | 3.46 ± 0.02 c | 2.78 ± 0.01 a | 0.29 ± 0.01 | 10.7 ± 0.2 a,b | 0.55 ± 0.02 b | 0.54 ± 0.00 b |
| <0.0001 | <0.0001 | <0.0001 | <0.0001 | 0.074 | <0.0001 | <0.0001 | <0.0001 | ||
| Control | - | 15.5 a | 7.0 | 3.52 a | 2.85 | 0.35 a | 11.6 | 0.75 | 0.90 |
| Substitution | - | 12.4 b | 6.8 a | 3.50 a | 2.50 | 0.33 a,b | 8.9 | 0.44 | 0.47 |
| Dilution | - | 11.9 c | 6.6 b | 3.39 b | 2.47 | 0.30 b | 9.2 | 0.38 | 0.45 |
| - | <0.0001 | 0.0033 | <0.0001 | 0.6639 | 0.0055 | 0.2955 | 0.1126 | 0.7488 |
1 Values are means of three replicates ± standard error. Different superscripted lower-case letters within columns indicate significantly different means (p ≤ 0.05, one-way (treatment) and two-way (mode [shown with grey shading] and level of water addition) ANOVA) within a given maturity stage.2 Values in tartaric acid equivalents. 3 Values also correspond to total sugars as glucose was entirely consumed.
Colour, phenolic, and tannin parameters and p-values for wines resulting from Fresh Fruit (FF_Control, FF_S and FF_D series) and Mature Fruit (MF_Control, MF_S and MF_D series) harvests.1
| Wine | Colour Density [au] | Total Anthocyanin [mg/L] | Total Phenolics [au] | SO2 Resistant Pigments [au] | Tannin MM [g/mol] 2 | MCP Tannin [mg/L] 3 |
|---|---|---|---|---|---|---|
| FF Control | 8.7 ± 0.2 a | 693 ± 11 a | 42.8 ± 0.8 a | 1.42 ± 0.06 a | 1544 ± 22 a | 595 ± 48 a,b |
| FF_S1 | 7.7 ± 0.2 c | 598 ± 12 c | 36.0 ± 0.8 c | 1.16 ± 0.02 c | 1489 ± 4 b | 463 ± 37 b,c |
| FF_S2 | 8.2 ± 0.4 b | 654 ± 15 b | 39.4 ± 0.8 b | 1.25 ± 0.03 b | 1516 ± 13 a,b | 399 ± 23 c |
| FF_S3 | 8.9 ± 0.2 a | 688 ± 17 a | 41.9 ± 0.7 a | 1.39 ± 0.04 a | 1534 ± 18 a | 651 ± 1 a |
| FF_D1 | 5.8 ± 0.1 e | 468 ± 9 e | 27.8 ± 0.9 e | 0.89 ± 0.01 e | 1421 ± 18 c | 231 ± 17 d |
| FF_D2 | 6.8 ± 0.1 d | 540 ± 20 d | 32.7 ± 0.8 d | 1.08 ± 0.01 d | 1477 ± 31 b | 455 ± 80 b,c |
| FF_D3 | 8.6 ± 0.1 a,b | 647 ± 12 b | 40.1 ± 1.0 b | 1.30 ± 0.02 b | 1537 ± 10 a | 618 ± 148 a |
| <0.0001 | <0.0001 | <0.0001 | <0.0001 | <0.0001 | <0.0001 | |
| Control | 8.7 a | 693 a | 42.8 a | 1.42 a | 1544 a | 595 |
| Substitution | 8.3 b | 647 b | 39.1 b | 1.27 b | 1513 a | 504 |
| Dilution | 7.1 c | 552 c | 33.5 c | 1.09 c | 1478 b | 435 |
| <0.0001 | <0.0001 | <0.0001 | <0.0001 | 0.0055 | 0.0987 | |
| MF Control | 15.4 ± 0.5 a | 944 ± 33 a | 61.0 ± 2.0 a | 2.30 ± 0.05 a | 1640 ± 47 a | 917 ± 61 a |
| MF_S1 | 10.2 ± 0.3 e | 727 ± 10 e | 42.6 ± 0.8 e | 1.52 ± 0.03 e | 1509 ± 10 b,c | 680 ± 62 b |
| MF_S2 | 11.7 ± 0.1 d | 784 ± 10 d | 47.0 ± 0.7 d | 1.71 ± 0.01 d | 1551 ± 11 b | 734 ± 62 b |
| MF_S3 | 14.2 ± 0.2 b | 905 ± 19 b | 57.2 ± 0.6 b | 2.16 ± 0.03 b | 1639 ± 18 a | 1011 ± 67 a |
| MF_D1 | 7.80 ± 0.19 f | 565 ± 4 g | 33.5 ± 0.3 f | 1.12 ± 0.01 f | 1492 ± 3 c | 286 ± 20 c |
| MF_D2 | 11.1 ± 1.2 d,e | 673 ± 18 f | 42.0 ± 0.7 e | 1.50 ± 0.07 e | 1536 ± 6 b,c | 598 ± 109 b |
| MF_D3 | 12.8 ± 0.3 c | 821 ± 6 c | 50.4 ± 0.5 c | 1.93 ± 0.03 c | 1633 ± 16 a | 951 ± 43 a |
| <0.0001 | <0.0001 | <0.0001 | <0.0001 | <0.0001 | <0.0001 | |
| Control | 15.4 a | 944 a | 61.0 a | 2.30 a | 1640 | 917 a |
| Substitution | 12.0 b | 806 b | 48.9 b | 1.80 b | 1566 | 809 a |
| Dilution | 10.6 c | 686 c | 42.0 c | 1.51 c | 1554 | 612 b |
| 0.0003 | <0.0001 | <0.0001 | <0.0001 | 0.3053 | <0.0001 |
1 Values are means of three replicates ± standard error. Different superscripted lower-case letters within columns indicate significantly different means (p ≤ 0.05, one-way (treatment) and two-way (mode [shown with grey shading] and level of water addition) ANOVA) within a given maturity stage. 2 Molecular mass determined by gel permeation chromatography at 50% elution. 3 Determined by methylcellulose precipitable (MCP) tannin assay.
Average scores and p-values for significantly different (p < 0.05) sensory attributes of the wines based on the Fresh Fruit (FF) harvest.1
| Fresh Fruit | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| FF Control | FF_D1 | FF_D2 | FF_D3 | FF_S1 | FF_S2 | FF_S3 | Control | Dilution | Substi-tution | |||
| % | 13.6 | 9.0 | 10.8 | 12.6 | 9.6 | 11.1 | 12.6 | - | - | - | - | - |
|
| ||||||||||||
| Dried fruit | 42.1 a,b | 26.2 c | 33.6 a,b,c | 48.0 a,b | 29.0 b,c | 29.3 b,c | 50.4 a | 0.0174 | 42.1 | 35.9 | 34.5 | 0.949 |
| Confectionery | 49.2 a | 27.1 c,d | 31.6 b,c,d | 37.7 a,b,c | 20.5 d | 40.3 a,b,c | 46.3 a,b | 0.0038 | 49.2 | 32.1 | 34.4 | 0.444 |
| Mixed spice | 45.2 a | 22.8 c | 23.4 c | 38.6 a,b,c | 27.1 b,c | 29.3 b,c | 35.3 a,b,c | 0.0035 | 45.2 | 28.3 | 30.0 | 0.552 |
| Sweaty | 26.7 c | 47.1 a,b | 44.0 a,b | 34.8 b,c | 57.0 a | 36.2 b,c | 50.2 a,b | 0.0039 | 26.7 | 41.9 | 47.5 | 0.215 |
| Alcohol | 51.3 a | 29.2 c | 35.0 b,c | 36.1 b,c | 30.0 c | 43.8 a,b,c | 51.1 a,b | 0.0145 | 51.3 | 33.4 | 40.4 | 0.074 |
|
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| Flavour intensity | 65.1 a | 35.3 d | 51.8 bc | 52.3 b,c | 47.7 c | 51.0 c | 63.8 a,b | <0.0001 | 65.1 a | 46.4 c | 53.0 b | 0.020 |
| Sour fruit | 48.3 b,c | 57.3 a,b | 66.7 a | 54.8 a,b,c | 63.4 a | 67.0 a | 40.2 c | 0.0073 | 48.3 | 59.6 | 59.0 | 0.541 |
| Dried fruit | 33.8 a,b | 20.1 b | 25.1 b | 31.6 a,b | 21.5 b | 19.6 b | 45.3 a | 0.0194 | 33.8 | 25.6 | 26.7 | 0.474 |
| Dark fruit | 52.1 a,b | 35.8 b,c | 39.7 b,c | 48.5 a,b,c | 41.0 b,c | 33.0 c | 63.6 a | 0.0187 | 52.1 | 41.3 | 43.6 | 0.374 |
| Confectionery | 47.4 a | 16.8 d | 26.3 c,d | 29.7 b,c | 15.8 d | 32.6 b,c | 40.4 a,b | <0.0001 | 47.4 | 24.2 | 28.2 | 0.161 |
| Mixed spice | 36.6 a | 18.8 d | 21.5 c,d | 32.8 a,b,c | 23.5 d,c,d | 21.9 c,d | 36.1 a,b | 0.0055 | 36.6 | 24.4 | 26.0 | 0.420 |
| Green | 29.8 c | 44.9 a | 42.5 a,b | 39.0 a,b,c | 48.3 a | 38.3 a,b,c | 23.3 c | 0.0402 | 29.8 | 42.1 | 38.3 | 0.227 |
| Alcohol | 62.8 a | 23.8 d | 35.3 c,d | 47.5 b,c | 26.6 d | 41.6 b,c | 55.3 a,b | <0.0001 | 62.8 | 35.5 | 39.4 | 0.145 |
|
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| Body | 53.3 a | 20.4 c | 29.3 b,c | 37.3 b | 25.3 c | 37.0 b | 50.8 a | <0.0001 | 53.3 a | 29.0 c | 36.0 b | 0.009 |
| Astringency | 53.5 a | 22.0 e | 38.3 cd | 43.0 a,b,c | 30.5 d,e | 40.9 b,c,d | 52.8 a,b | <0.0001 | 53.5 a | 34.4 b | 40.0 b | 0.042 |
1 Values are means of three replicates. Different superscripted lower-case letters within a row indicate significantly different means (p ≤ 0.05, one-way (treatment) and two-way (mode [shown with grey shading] and level of water addition) ANOVA, post hoc Fisher’s least significant difference (LSD)) within a given maturity stage.
Average scores and p-values for significantly different (p < 0.05) sensory attributes of the wines based on the Mature Fruit (MF) harvest.1
| Mature Fruit | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| MF Control | MF_D1 | MF_D2 | MF_D3 | MF_S1 | MF_S2 | MF_S3 | Control | Dilution | Substi-tution | |||
| % | 15.5 | 9.6 | 11.7 | 14.4 | 10.6 | 12.0 | 14.5 | - | - | - | - | - |
|
| ||||||||||||
| Aroma intensity | 71.3 a | 52.5 c | 62.8 a,b | 69.7 a | 58.4 b,c | 59.0 b,c | 69.0 a | 0.0005 | 71.3 | 61.7 | 62.2 | 0.857 |
| Dried fruit | 52.2 a,b | 40.0 b,c | 47.9 a,b | 52.5 a,b | 30.0 c | 44.8 a,b,c | 58.2 a | 0.0245 | 52.2 | 46.8 | 44.3 | 0.603 |
| Confectionery | 50.8 | 28.5 | 40.0 | 46.0 | 40.8 | 42.6 | 42.5 | 0.1701 | 50.8 | 38.5 | 42.0 | 0.448 |
| Mixed spice | 50.8 a | 30.0 c | 34.9 b,c | 35.1 b,c | 37.7 a,b,c | 33.3 b,c | 46.3 a,b | 0.0221 | 50.8 | 33.3 | 39.1 | 0.134 |
| Sweaty | 36.7 | 43.2 | 40.2 | 26.2 | 36.1 | 22.0 | 32.3 | 0.0894 | 36.7 | 36.5 | 30.1 | 0.159 |
| Alcohol | 69.5 a | 29.8 d | 49.8 b,c | 65.0 a | 37.5 c,d | 44.4 c | 61.6 a,b | <0.0001 | 69.5 | 48.2 | 47.8 | 0.930 |
|
| ||||||||||||
| Flavour intensity | 75.3 a | 40.9 d | 56.5 c | 71.7 a,b | 54.5 c | 63.9 b,c | 67.5 a,b | <0.0001 | 75.3 | 56.4 | 62.0 | 0.058 |
| Sour fruit | 28.0 c | 53.5 a | 37.8 b,c | 36.5 b,c | 51.3 a,b | 45.8 a,b | 29.0 c | 0.0028 | 29.0 | 42.6 | 42.0 | 0.893 |
| Dried fruit | 58.5 a | 30.4 c,d | 45.0 a,b,c | 50.9 a,b | 25.9 d | 38.8 b,c,d | 54.8 a,b | 0.0003 | 58.5 | 42.1 | 39.8 | 0.633 |
| Dark fruit | 68.5 a | 45.9 b,c | 53.3 a,b,c | 60.8 a,b | 40.9 c | 55.4 a,b,c | 66.0 a | 0.0069 | 68.5 | 53.3 | 54.1 | 0.862 |
| Confectionery | 49.8 a | 20.5 c | 33.8 b,c | 47.5 a,b | 34.2 c | 34.0 b,c | 50.8 a | 0.0001 | 49.8 | 33.9 | 38.7 | 0.259 |
| Mixed spice | 50.4 a | 22.4 c | 33.0 b,c | 42.0 a,b | 31.6 b,c | 38.4 a,b | 46.2 a | 0.0005 | 50.4 | 32.4 | 38.7 | 0.098 |
| Green | 19.2 c | 34.5 a | 23.1 b,c | 18.6 c | 30.4 a,b | 23.0 b,c | 24.2 a,b,c | 0.0442 | 19.2 | 25.4 | 25.9 | 0.886 |
| Alcohol | 83.0 a | 19.8 e | 48.6 c | 74.5 a,b | 36.3 d | 57.3 c | 72.9 b | <0.0001 | 83 a | 47.7 c | 55.5 b | 0.006 |
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| Body | 74.7 a | 21.8 e | 38.8 d | 63.3 b | 38.3 d | 50.0 c | 64.3 b | <0.0001 | 74.7 a | 41.3 c | 50.8 b | 0.0003 |
| Astringency | 66.5 a | 20.0 d | 44.1 b,c | 60.9 a | 35.8 c | 50.1 b | 60.6 a | <0.0001 | 66.5 a | 41.7 c | 48.8 b | 0.010 |
1 Values are means of three replicates. Different superscripted lower-case letters within a row indicate significantly different means (p ≤ 0.05, one-way (treatment) and two-way (mode [shown in grey shading] and level of water addition) ANOVA, post hoc Fisher’s LSD) within a given maturity stage.
Figure 1Principal component analysis (PCA) bi-plot of significantly different sensory attributes resulting from the DA panel (Table S2 of the Supporting Information). Sample codes are detailed in Figure S1 of the Supporting Information. The “F” prefix designates flavour attributes.