| Literature DB >> 35631803 |
Daniel Moreno1, María Victoria Alarcón2, David Uriarte2, Luis A Mancha2, María Esperanza Valdés1.
Abstract
This study aims to analyze the effects of non-limiting irrigation (I) vs. rainfed (R) through two different shoot densities, high-load (H) and low-load (L), on vegetative growth, agronomic parameters, flavonoid and non-flavonoid polyphenol substances of cv. Tempranillo grown in a semi-arid climate during three consecutive seasons (2014-2016). Under these conditions, in the 2015 and 2016 seasons, irrigation showed significant increases in berry weight (14.7% and 13.4% in H and L, respectively, in 2015, and 35.6% and 23.5% in the same treatments in 2016) and yield (66.7% and 48.5 in 2015; 27.9% and 177.5% in 2016). Additionally, a general decreasing trend is observed in anthocyanins with the exception of peonidin derivates, almost all flavonol compounds, cinnamic acid and resveratrol values with different degrees and statistical significance depending on the shoot density of the vines. A slight variation is observed in 2014 in these parameters. On the other hand, no general trends are established either in flavanol compounds or hydroxybenzoic acid. Thus, the effect of irrigation depends on the parameter considered, the shoot density of the vine and the season considered.Entities:
Keywords: anthocyanin; flavanol; flavonol; hydroxycinnamic acid; resveratrol; shoot thinning
Year: 2022 PMID: 35631803 PMCID: PMC9145098 DOI: 10.3390/plants11101378
Source DB: PubMed Journal: Plants (Basel) ISSN: 2223-7747
Yearly meteorological data of the experimental site in western Spain (Badajoz) from 2014 to 2016. TMax: maximum temperature; TMn: mean temperature; Tmin: minimum temperature; GDD: growing degree day (base 10 °C).
| 2014 | 2015 | 2016 | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| TMax (°C) | TMn (°C) | TMin (°C) | Rainfall (mm) | TMax (°C) | TMn (°C) | TMin (°C) | Rainfall (mm) | TMax (°C) | TMn (°C) | TMin (°C) | Rainfall (mm) | |
| January | 14.7 | 10.3 | 6.3 | 59.4 | 13.5 | 5.9 | 0.2 | 34.7 | 14.7 | 10.4 | 6.3 | 69.3 |
| February | 14.8 | 10.1 | 5.7 | 73.0 | 14.6 | 8.5 | 2.9 | 13.3 | 15.0 | 9.8 | 5.3 | 46.1 |
| March | 18.9 | 11.9 | 5.3 | 28.2 | 20.1 | 12.2 | 4.8 | 24.8 | 17.0 | 10.2 | 4.0 | 29.9 |
| April | 22.7 | 16.0 | 9.9 | 56.5 | 22.8 | 16.0 | 9.5 | 33.9 | 20.2 | 14.0 | 10.4 | 64.8 |
| May | 27.2 | 19.1 | 11.0 | 8.1 | 29.5 | 21.0 | 11.5 | 0.2 | 23.4 | 16.8 | 10.5 | 94.5 |
| June | 29.2 | 21.5 | 13.4 | 16.9 | 31.9 | 24.1 | 15.4 | 16.2 | 31.2 | 22.9 | 14.1 | 3.2 |
| July | 32.2 | 23.8 | 14.8 | 6.6 | 34.8 | 25.7 | 16.6 | 9.1 | 35.6 | 26.6 | 17.1 | 14.9 |
| August | 32.6 | 23.8 | 14.9 | 0.0 | 32.5 | 24.5 | 16.3 | 1.0 | 35.8 | 26.6 | 16.7 | 0.4 |
| September | 28.1 | 21.3 | 15.6 | 47.9 | 28.4 | 20.5 | 13.0 | 18.2 | 31.5 | 22.3 | 13.4 | 6.3 |
| October | 25.7 | 18.1 | 12.3 | 84.2 | 23.1 | 17.1 | 12.9 | 109.3 | 24.8 | 17.5 | 11.4 | 73.7 |
| November | 18.1 | 13.2 | 8.9 | 91.1 | 20.1 | 11.8 | 5.9 | 19.1 | 17.3 | 11.2 | 5.8 | 74.9 |
| December | 13.6 | 6.8 | 2.2 | 18.7 | 16.7 | 9.7 | 4.0 | 30.5 | 15.0 | 8.3 | 3.3 | 37.9 |
| Annual | 23.1 | 16.3 | 10.0 | 490.6 | 24.0 | 16.4 | 9.4 | 310.2 | 23.5 | 16.4 | 9.9 | 515.7 |
| Vegetative–Productive | 28.7 | 20.9 | 13.3 | 136.0 | 30.0 | 22.0 | 13.7 | 78.6 | 29.6 | 21.6 | 13.7 | 184.0 |
| GDD (°C) | 2002 | 2194 | 2117 | |||||||||
Effect of irrigation (treatment) and experimental season (year) and their interactions on values of vegetative, agronomic and polyphenolic content of cv. Tempranillo grapes at harvest.
| Significance of Effects | Treatment | Year | Treatment × Year |
|---|---|---|---|
| Leaf area (LA) | *** | n.s. | n.s. |
| Cluster number (CN) | *** | n.s. | n.s. |
| Cluster weight (CW) | *** | *** | n.s. |
| Berry weight (BW) | *** | *** | *** |
| Yield (Y) | *** | *** | n.s. |
| Leaf area/yield (LA/Y) | n.s. | n.s. | * |
| Glucosides (Glu) | *** | *** | n.s |
| Acetates (Ac) | *** | *** | ** |
| Coumarates (Coum) | *** | *** | ** |
| Cyanidine (Cy) | *** | ** | ** |
| Delphinidine (Dp) | *** | ** | n.s |
| Malvidine (Mv) | *** | *** | * |
| Peonidine (Pn) | *** | n.s | n.s |
| Petunidine (Pt) | *** | *** | n.s |
|
| *** | *** | n.s |
| (−)-Epicatechin (EC) | *** | ** | n.s |
| (+) Catechin (CA) | *** | ** | n.s |
| (−)-Catechin gallate (CG) | *** | * | n.s |
| (−)-Epigallocatechin (EGC) | *** | *** | ** |
| Pro A2 | *** | n.s | n.s |
| Pro B1 | *** | *** | *** |
| Pro B2 | *** | n.s | n.s |
| Pro B3 | *** | n.s | n.s |
|
| *** | * | ** |
| Kaempferol-3-Glucoside (KpG) | *** | *** | ** |
| Kaempferol-3-Rutinoside (KpR) | *** | *** | ** |
| Isorhamnetin-3-Glucoside (IhG) | ** | *** | ** |
| Isorhamnetin-3-Rutinosido (IhR) | *** | *** | *** |
| Quercetin-3-Glucoside (QcG) | *** | *** | ** |
| Quercetin-3-Rutinosidoe (QcR) | * | n.s | ** |
| Quercetin-3-Glucuronide (QcGR) | *** | *** | *** |
| Quercetin-3-Galactoside (QcGL) | * | ns | ** |
| Myricetin-3-Glucoside (MyG) | *** | *** | ** |
|
| *** | *** | *** |
| Gallic acid (GA) | *** | *** | *** |
| Caffeic acid (CF) | *** | n.s | *** |
| Chlorogenic acid (CHL) | *** | ** | n.s |
| p-coumaric acid (COU) | *** | *** | *** |
| t-Cinnamic acid (CIN) | *** | *** | *** |
| t-Ferulic acid (FE) | * | n.s | n.s |
|
| *** | *** | *** |
| t-Resveratrol (tR) | *** | *** | *** |
Treatment: Irrigation procedures (RH, IH, RL, IL) are explained in Section 4.2. ANOVA test significance level. n.s.—not significant; * = p < 0.05; ** = p < 0.01; *** = p < 0.001.
Influence of irrigation on yield components and vegetative growth at harvest under two crop load levels during the 2014–2016 seasons. R: rainfed; I: unrestricted irrigation; H: high crop load; L: low crop load.
| Treatment | |||||||
|---|---|---|---|---|---|---|---|
| Year | Parameter |
|
| % Variation |
|
| % Variation |
| 2014 | Leaf area (LA, m2·vine−1) | 1.68 a | 2.84 a | 69.05 | 2.85 a | 2.93 a | 2.81 |
| Cluster number (CN) | 15.18 b | 17.05 b | 12.32 | 9.30 a | 10.95 a | 17.74 | |
| Cluster weight (CW, g) | 186.71 a | 196.68 a | 5.34 | 194.09 a | 234.36 a | 20.75 | |
| Berry weight (BW, g) | 1.87 a | 1.91 a | 2.14 | 2.30 c |
| −10.00 | |
| Yield (Y, kg·ha−1) | 9830 a | 10864.2 a | 10.52 | 6093 a | 8413.80 a | 38.09 | |
| Leaf area/yield (LA/Y, m2·kg−1) | 5.60 ab | 4.74 a | −15.36 | 10.64 a | 5.55 b | −47.84 | |
| 2015 | Leaf area (LA, m2·vine−1) | 1.98 b | 4.77 a | 140.91 | 1.44 b | 2.87 ab | 99.31 |
| Cluster number (CN) | 12.83 b | 15.33 c | 19.49 | 8.30 a | 10.45 a | 25.90 | |
| Cluster weight (CW, g) | 192.77 c |
| 38.75 | 240.82 bc |
| 30.29 | |
| Berry weight (BW, g) | 1.50 d |
| 14.67 | 1.57 c |
| 13.38 | |
| Yield (Y, kg·ha−1) | 8243.30 b |
| 66.73 | 7295.8 b |
| 48.54 | |
| Leaf area/yield (LA/Y, m2·kg−1) | 5.08 ab | 9.53 a | 87.60 | 4.84 b | 5.97 ab | 23.35 | |
| 2016 | Leaf area (LA, m2·vine−1) | 2.10 b | 4.68 a | 122.86 | 1.78 b | 2.80 ab | 57.30 |
| Cluster number (CN) | 12.73 ab | 15.05 a | 18.22 | 8.25 c |
| 41.21 | |
| Cluster weight (CW, g) | 126.61 ab | 153.31 a | 21.09 | 90.40 b |
| 94.30 | |
| Berry weight (BW, g) | 1.04 a |
| 35.58 | 1.19 b |
| 23.53 | |
| Yield (Y, kg·ha−1) | 4937.50 ab | 6317.5 a | 27.95 | 2186.70 b |
| 177.51 | |
| Leaf area/yield (LA/Y, m2·kg−1) | 9.26a | 12.09 a | 30.56 | 8.83 a | 5.15 a | −41.68 | |
*, ** and *** indicate, for the same crop load (H/L), the significance of irrigation treatment rainfed vines in respect to irrigation at p < 0.05, p < 0.01 and p < 0.001, respectively. For each parameter, means followed by different letters were significantly different between treatments, p < 0.05, Tukey’s HSD test.
Figure 1Influence of season on berry phenolic families during the 2014–2016 seasons: (a) anthocyanins; (b) flavonols; (c) flavanols; (d) phenolic acids and resveratrol. (For each parameter, means followed by different capital letters are significantly different between treatments, p < 0.05, Tukey’s HSD test.)
Influence of irrigation on concentration of anthocyanins (ANs) compounds (mg. kg−1 berry fresh weight) under two crop load levels. R: rainfed; I: non-limiting irrigation; H: high crop load; L: low crop load.
| Treatment | |||||||
|---|---|---|---|---|---|---|---|
| Year | Compound |
|
| % Variation |
|
| % Variation |
| 2014 | ∑Glu | 237.49 a | 228.91 a | −3.61 | 269.46 a | 200.90 a | −25.44 |
| ∑Coum | 62.00 a |
|
|
|
|
| |
| ∑Ac | 19.35 ab |
|
|
|
|
| |
| ∑Mv | 180.67 a |
|
| 186.05 a |
|
| |
| ∑Dp | 50.59 a | 49.21 a | −10.19 | 63.71 a | 44.49 a | −32.86 | |
| ∑Pt | 55.03 a | 49.42 a | 22.75 | 62.76 a | 42.14 a | −6.62 | |
| ∑Pn | 21.30 a | 27.97 a | 31.31 | 25.41 a | 23.02 a | −9.41 | |
| ∑Cy | 10.55 a | 12.95 a | −14.91 | 12.09 a | 11.29 a | −30.69 | |
|
| 318.84 a | 293.88 a | −7.83 | 350.94 a | 250.56 a | −28.60 | |
| 2015 | ∑Glu | 315.17 a |
|
| 262.11 ab |
|
|
| ∑Coum | 100.63 a |
|
| 84.19 a |
|
| |
| ∑Ac | 31.72 a |
|
| 26.47 a |
|
| |
| ∑Mv | 265.06 a |
|
| 214.06 ab |
|
| |
| ∑Dp | 71.10 a |
|
| 61.74 ab |
|
| |
| ∑Pt | 74.84 a |
|
| 63.82 a |
|
| |
| ∑Pn | 24.00 a | 18.73 a | −21.96 | 20.36 a | 21.81 a | 7.12 | |
| ∑Cy | 11.48 a | 10.67 a | −44.62 | 11.99 a | 12.81 a | −40.99 | |
|
| 447.52 a |
|
| 372.77 ab |
|
| |
| 2016 | ∑Glu | 622.48 a | 532.66 ab | −14.43 | 525.27 ab | 471.09 b | −10.31 |
| ∑Coum | 168.12 a |
|
| 133.12 b |
|
| |
| ∑Ac | 58.94 a |
|
| 48.91 b |
|
| |
| ∑Mv | 461.10 a |
|
| 369.98 b |
|
| |
| ∑Dp | 142.42 a | 129.17 ab | −19.89 | 121.17 ab | 113.42 b | −18.54 | |
| ∑Pt | 139.75 a |
|
| 116.39 b |
|
| |
| ∑Pn | 73.01 a | 72.34 a | −0.92 | 67.09 a | 72.73 a | 8.41 | |
| ∑Cy | 32.15 b |
|
| 31.67 b |
|
| |
|
| 849.53 a |
|
| 707.30 b |
|
| |
*, ** and *** indicate, for the same crop load (H/L), the significance of rainfed in respect to irrigation at p < 0.05, p < 0.01 and p < 0.001, respectively. For each parameter, means followed by different letters were significantly different between treatments, p < 0.05, Tukey’s HSD test.
Influence of irrigation on concentration of flavonol compounds (mg. kg−1 berry fresh weight) under two crop load levels. R: rainfed; I: non-limiting irrigation; H: high crop load; L: low crop load. MyG: myricetin-3-glucoside; QcG: quercetin-3-glucoside; QcR: quercetin-3-rutinoside; QcGR: quercetin-3-glucuronide; QcGL: quercetin-3-galactoside; Qc: quercetin; IhG: isorhamnetin-3-glucoside: IhR: isorhamnetin-3-rutinoside; Ih: isorhamnetin; KpG: kaempferol-3-glucoside; KpR: kaempferol-3-rutinoside; Kp: kaempferol.
| Treatment | |||||||
|---|---|---|---|---|---|---|---|
| Year | Compound |
|
| % Variation |
|
| % Variation |
| 2014 |
| ||||||
| MyG | 17.48 a | 13.62 a | −22.12 | 18.91 a | 13.34 a | −29.44 | |
|
| |||||||
| QcG | 19.41 a |
|
| 14.79 a | 10.50 a | −28.99 | |
| QcR | 0.91 a | 0.91 a | −0.24 | 1.04 a | 2.81 a | 170.70 | |
| QcGR | 3.96 a |
|
| 4.36 a |
|
| |
| QcGL | 2.81 a |
|
| 2.85 a | 11.26 a | 295.37 | |
|
| 27.02 a |
|
| 23.04 a | 25.79 a | 11.16 | |
| IhG | 4.99 a |
|
| 5.26 a |
|
| |
| IhR | 1.85 a | 2.22 a | 20.01 | 1.82 a | 2.51 a | 37.69 | |
|
| 6.84 a | 6.25 ab | −8.62 | 7.09 a |
|
| |
|
| 34.14 a |
|
| 30.34 a | 30.42 a | 0.26 | |
|
| |||||||
| KpG | 0.64 a | 0.51 a | −20.26 | 0.88 a | 1.18 a | 33.76 | |
| KpR | 5.40 ab | 6.56 a | 21.39 | 4.86 ab | 2.09 b | −57.03 | |
|
| 6.04 ab | 7.07 a | 16.95 | 5.75 ab | 3.27 b | −43.06 | |
|
| 58.49 a | 62.79 a | 7.35 | 55.87 a | 47.42 a | −15.14 | |
| 2015 |
| ||||||
| MyG | 54.18 a |
|
| 45.24 a |
|
| |
|
| |||||||
| QcG | 38.54 a |
|
| 38.69 a |
|
| |
| QcR | 1.65 a | 1.27 a | −40.50 | 1.71 a | 1.34 a | −21.68 | |
| QcGR | 4.67 a |
|
| 3.95 a |
|
| |
| QcGL | 3.76 a |
|
| 3.47 a |
|
| |
|
| 48.51a |
|
| 47.80 a |
|
| |
| IhG | 4.27 a | 2.45 ab | −78.59 | 2.45 ab |
|
| |
| IhR | 5.46 a |
|
| 5.21 ab |
|
| |
|
| 9.73 a |
|
| 7.66 a |
|
| |
|
| 58.60 a |
|
| 55.71 a |
|
| |
|
| |||||||
| KpG | 4.60 a |
|
| 4.08 a |
|
| |
| KpR | 8.81 a |
|
| 8.93 a |
|
| |
|
| 13.41 a |
|
| 13.01a | 7.49 b | −42.41 | |
|
| 126.31 a |
|
| 114.10a |
|
| |
| 2016 |
| ||||||
| MyG | 49.73 a |
|
| 41.17 b |
|
| |
|
| |||||||
| QcG | 27.63 a |
|
| 25.88 a |
|
| |
| QcR | 2.87 a |
|
| 2.40 ab |
|
| |
| QcGR | 9.93 a |
|
| 8.42 a |
|
| |
| QcGL | 5.40 a |
|
| 4.98 a |
|
| |
|
| 45.83 a |
|
| 41.69 a |
|
| |
| IhG | 6.91 a |
|
| 5.35 a |
|
| |
| IhR | 8.73 a |
|
| 6.73 b |
|
| |
|
| 15.64 a |
|
| 12.07 b |
|
| |
|
| 61.83 a |
|
| 54.05 a |
|
| |
|
| |||||||
| KpG | 6.37 a |
|
| 5.25 a |
|
| |
| KpR | 4.44 a |
|
| 4.04 a |
|
| |
|
| 10.81 a |
|
| 9.29 a |
|
| |
|
| 123.55 a |
|
| 105.44 a |
|
| |
*, ** and *** indicate, for the same crop load (H/L), the significance of rainfed in respect to irrigation at p < 0.05, p < 0.01 and p < 0.001, respectively. For each parameter, means followed by different letters were significantly different between treatments, p < 0.05, Tukey’s HSD test.
Influence of irrigation on concentration of flavanols compounds (mg. kg−1 berry fresh weight) under two crop load levels. R: rainfed; I: non-limiting irrigation; H: high crop load; L: low crop load. EGC: (−)-epigallocatechin; CA: (+)-catechin; CG: (−)-catechin gallate; EC: (−)-epicatechin; Pro B1, B2, B3 and A2: procyanidin B1, B2, B3 and A2.
| Treatment | |||||||
|---|---|---|---|---|---|---|---|
| Year | Compound |
|
| % Variation |
|
| % Variation |
| 2014 |
| ||||||
| ECG | 41.18 b | 36.70 b | −10.88 | 44.07 b |
|
| |
| CA | 6.70 a | 10.70 a | 59.70 | 7.64 a |
|
| |
| CG | 4.70 a | 7.75 a | 64.89 | 6.19 a | 4.39 a | −29.08 | |
| EC | 5.52 a | 7.40 a | 34.06 | 5.62 a |
| 44.13 | |
|
| 58.09 ab | 62.54 ab | 7.66 | 63.53 b |
|
| |
|
| |||||||
| Pro B1 | 25.16 a | 31.08 a | 23.53 | 30.10 a | 29.08 a | −3.39 | |
| Pro B2 | 7.75 a | 9.22 a | 18.97 | 8.40 a | 4.96 a | −40.95 | |
| Pro B3 | 0.54 a | 0.73 a | 35.19 | 0.68 a | 0.75 a | 10.29 | |
| Pro A2 | 0.65 a | 0.81 a | 24.62 | 0.86 a | 2.02 a | 134.88 | |
|
| 34.10 a | 41.83 a | 22.67 | 40.04 a | 36.83 a | −8.02 | |
|
| 92.19 a | 104.37 a | 13.21 | 103.57 a | 81.24 a | −21.56 | |
| 2015 |
| ||||||
| ECG | 37.36 a | 40.03 a | 7.15 | 34.75 a | 34.36 a | −1.12 | |
| CA | 24.47 a | 20.43 a | −16.51 | 22.10 a | 17.90 a | −19.00 | |
| CG | 6.40 b | 5.46 b | −14.69 | 1.18 a |
| 400.85 | |
| EC | 9.72 a | 8.14 a | −16.26 | 7.63 a | 5.92 a | −22.41 | |
|
| 77.95 a | 74.06 a | −4.99 | 65.65 a | 64.09 a | −2.38 | |
|
| |||||||
| Pro B1 | 37.43 a | 35.95 a | −3.95 | 33.71 a | 35.00 a | 3.83 | |
| Pro B2 | 13.32 a | 11.99 a | −9.98 | 10.91 a | 9.65 a | −11.55 | |
| Pro B3 | 1.85 a | 1.69 a | −8.65 | 1.75 a | 1.63 a | −6.86 | |
| Pro A2 | 0.75 a | 0.53 a | −29.33 | 0.85 a | 0.98 a | 15.29 | |
| Total procyanidins | 53.36 a | 50.16 a | −6.00 | 47.22 a | 47.25 a | 0.06 | |
|
| 131.30 a | 124.22 a | −5.39 | 112.87 a | 111.34 a | −1.36 | |
| 2016 |
| ||||||
| ECG | 57.49 c |
|
| 34.21 a |
|
| |
| CA | 27.59 a | 31.97 a | 15.88 | 33.91 a |
|
| |
| CG | 10.39 ab | 16.54 b | 59.19 | 9.40 a | 9.57 a | 1.81 | |
| EC | 11.44 a |
| 74.39 | 20.86 b |
| −44.44 | |
|
| 106.92 a | 110.01 a | 2.89 | 98.39 a | 93.91 a | −4.55 | |
|
| |||||||
| Pro B1 | 151.02 b |
|
| 79.00 a |
|
| |
| Pro B2 | 18.17 a | 18.37 a | 1.10 | 19.08 a | 13.26 a | −30.50 | |
| Pro B3 | 2.99 a | 2.66 a | −11.04 | 2.70 a | 2.45 a | −9.26 | |
| Pro A2 | 4.72 a | 3.83 a | −18.86 | 3.79 a | 4.17 a | 10.03 | |
|
| 176.91 b |
|
| 104.57 a |
| 47.38 | |
|
| 283.83 b |
|
| 202.96 a |
|
| |
*, ** and *** indicate, for the same crop load (H/L), the significance of rainfed in respect to irrigation at p < 0.05, p < 0.01 and p < 0.001, respectively. For each parameter, means followed by different letters were significantly different between treatments, p < 0.05, Tukey’s HSD test.
Influence of irrigation on concentration of non-flavonoids compounds (mg. kg−1 berry fresh weight) under two crop load levels. R: rainfed; I: non-limiting irrigation; H: high crop load; L: low crop load. GA: gallic acid; CIN: cinnamic acid; FE: ferulic acid; CF: caffeic acid; CHL: chlorogenic acid; COU: p-coumaric acid; t-R: trans-resveratrol.
| Treatment | |||||||
|---|---|---|---|---|---|---|---|
| Year | Compound |
|
| % Variation |
|
| % Variation |
| 2014 |
| ||||||
| GA | 3.06 a | 3.19 a | 4.25 | 2.56 a | 2.60 a | 1.56 | |
|
| |||||||
| CIN | 11.41 ab | 13.26 a | 16.21 | 11.92 a |
|
| |
| FE | 1.11 ab | 1.30 ab | 17.12 | 1.76 a | 0.64 * b | −63.64 | |
| CF | 3.20 ab | 3.40 ab | 6.25 | 4.40 a |
|
| |
| CHL | 3.07 a | 3.58 a | 16.61 | 4.57 a | 2.94 a | −35.67 | |
| COU | 0.61 a | 0.49 a | −19.67 | 1.12 a |
|
| |
|
| 19.40 ab | 22.03 ab | 13.56 | 23.78 a |
|
| |
|
| |||||||
| 1.64 a | 1.67 a | 1.83 | 1.82 a | 1.15 a | −36.81 | ||
| 2015 |
| ||||||
| GA | 4.18 a |
|
| 4.84 a | 5.79 a | 19.63 | |
|
| |||||||
| CIN | 16.15 a |
|
| 15.03 a |
|
| |
| FE | 0.61 b |
|
| 0.47 b |
|
| |
| CF | 9.33 b |
|
| 11.80 b | 15.32 a | 29.83 | |
| CHL | 0.99 b |
|
| 1.83 a |
|
| |
| COU | 0.89 ab | 0.47 b | −47.19 | 1.16 a |
|
| |
|
| 27.97 ab |
|
| 30.30 a | 25.24 ab | −16.70 | |
|
| |||||||
| 1.09 a |
|
| 1.27 a |
| −42.52 | ||
| 2016 |
| ||||||
| GA | 14.97 a |
|
| 14.28 a |
| −51.33 | |
|
| |||||||
| CIN | 60.97 a |
|
| 48.42 b |
|
| |
| FE | 1.05 a | 1.66 a | 58.10 | 1.05 a | 1.02 a | −2.86 | |
| CF | 34.62 a |
|
| 33.64 ab |
|
| |
| CHL | 6.56 a | 4.93 ab | −24.85 | 6.79 a |
|
| |
| COU | 11.44 a |
|
| 11.49 a |
|
| |
|
| 114.64 a |
|
| 101.39 a |
|
| |
|
| |||||||
| 5.17 a |
|
| 4.12 b |
|
| ||
*, **, *** indicate, for the same crop load (H/L), the significance of rainfed in respect to irrigation at p < 0.05, p <0.01, p < 0.001, respectively. For each parameter, means followed by different letters were significantly different between treatments, p < 0.05, Tukey’s HSD test.
Figure 2Classification of the treatments analyzed in the function of F1 and F2 for all the analyzed variables during the 2014-2016 (a), 2014 (b), 2015 (c) and 2016 (d) seasons.