Figure 1

Figure 2

Figure 3

Figure 4

Yield and psycho-chemical characteristics of the goji berry according to the factors
| Fruit length (mm) | Fruit width (mm) | Berry weight (g) | Yield (g · plant−1) | |
|---|---|---|---|---|
| Year (Y) | ||||
| 2017 | 15.34 B | 9.21 A | 0.80 B | 598.00 A |
| 2018 | 17.09 A | 9.86 B | 0.92 A | 402.25 B |
| Harvest period (Hp) | ||||
| June | 18.03 A | 10.32 A | 1.02 A | 50.88 D |
| July | 16.50 B | 9.73 B | 0.88 B | 155.63 B |
| August | 16.16 B | 9.63 B | 0.85 B | 192.63 A |
| September | 14.18 C | 8.47 C | 0.68 C | 101.00 C |
| ANOVA (with F-values) | ||||
| Y | *** (157.48) | *** (62.78) | ***(49.29) | ***(303.26) |
| Hp | *** (129.45) | ***(89.04) | ***(69.54) | ***(488.85) |
| Y*Hp | ns | **(5.05) | ns | ***(11.28) |
| SSC (%) | pH | TA (%) | Ripening ındex | |
| Year (Y) | ||||
| 2017 | 20.32 A | 4.86 A | 0.48 B | 41.65 A |
| 2018 | 19.52 B | 4.50 B | 0.60 A | 34.52 B |
| Harvest period (Hp) | ||||
| June | 18.30 C | 4.34 C | 0.62 A | 29.89 C |
| July | 20.01 B | 4.76 B | 0.54 B | 37.82 B |
| August | 20.48 AB | 4.76 B | 0.52 B | 39.70 B |
| September | 20.88 A | 4.85 A | 0.47 C | 44.92 A |
| ANOVA | ||||
| Y | ** (14.39) | *** (364.26) | *** (77.20) | *** (80.20) |
| Hp | *** (28.86) | *** (147.28) | *** (19.66) | *** (61.17) |
| Y*Hp | ** (8.06) | *** (11.82) | ns | ns |
| Vitamin C (mg · 100 mL−1 fresh weight) | Total phenol (mg · GAE−1 · L−1 fresh weight) | TMA (mg cyanidin-3-glucoside · L−1 fresh weight) | Antioxidant activity (μL · mL−1 fresh weight) | |
| Year (Y) | ||||
| 2017 | 38.49 B | 296.54 B | 20.53 B | 162.18 B |
| 2018 | 58.32 A | 382.19 A | 30.28 A | 233.91 A |
| Harvest period (Hp) | ||||
| June | 57.94 A | 262.91 D | 11.69 D | 123.82 D |
| July | 53.68 A | 341.92 C | 17.87 C | 190.84 C |
| August | 46.35 B | 363.75 B | 29.51 B | 224.01 B |
| September | 35.67 C | 388.89 A | 42.54 A | 253.51 A |
| ANOVA | ||||
| Y | *** (186.37) | *** (360.91) | *** (156.83) | *** (445.33) |
| Hp | *** (45.05) | *** (145.92) | *** (305.21) | *** (268.60) |
| Y*Hp | *** (9.37) | * (4.08) | *** (18.33) | *** (26.78) |
Meteorological parameters of the experimental area in related years and months
| Months – Years | Precipitation (mm) | Humidity (%) | Temperature (°C) | ||||||
|---|---|---|---|---|---|---|---|---|---|
| 2017 | 2018 | 1990–2019 | 2017 | 2018 | 1990–2019 | 2017 | 2018 | 1990–2019 | |
| January | 87.8 | 89.2 | 81.0 | 77.9 | 75.7 | 73.2 | −0.8 | 3.1 | 1.9 |
| February | 3.6 | 30.8 | 67.6 | 68.5 | 75.7 | 70.2 | 3.0 | 6.3 | 2.9 |
| March | 74.4 | 69.3 | 59.0 | 64.1 | 65.9 | 65.3 | 7.3 | 9.2 | 6.2 |
| April | 25.6 | 6.3 | 52.4 | 59.6 | 51.0 | 61.0 | 10.6 | 14.2 | 10.8 |
| May | 149.5 | 62.9 | 56.6 | 63.7 | 62.3 | 57.4 | 14.9 | 16.8 | 15.6 |
| June | 30.9 | 69.4 | 34.2 | 58.9 | 62.4 | 51.2 | 20.1 | 20.0 | 20.2 |
| July | 13.1 | 4.1 | 16.1 | 46.9 | 41.2 | 45.4 | 25.2 | 24.3 | 23.6 |
| August | 20.4 | 14.2 | 14.1 | 52.1 | 47.6 | 46.4 | 24.3 | 23.8 | 23.2 |
| September | 5.7 | 1.6 | 18.7 | 47.6 | 45.1 | 52.0 | 21.0 | 20.7 | 18.6 |
| October | 46.5 | 30.6 | 38.3 | 61.8 | 63.4 | 62.1 | 13.0 | 13.8 | 13.0 |
| November | 41.7 | 48.6 | 45.0 | 74.3 | 67.7 | 68.4 | 6.7 | 9.1 | 7.4 |
| December | 31.2 | 107.1 | 87.2 | 76.6 | 82.7 | 74.5 | 5.0 | 3.5 | 3.5 |
Correlation coefficients among the investigated characteristics
| FL | FW | BW | Yield | SSC | pH | TA | RI | Vit C | TPC | TMA | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| FW | 0.96*** | ||||||||||
| BW | 0.97*** | 0.94*** | |||||||||
| Yield | −0.43* | −0.25 ns | −0.40* | ||||||||
| SSC | −0.37* | −0.40* | −0.46** | 0.30 ns | |||||||
| pH | −0.83*** | −0.72*** | −0.79*** | 0.72*** | 0.39* | ||||||
| TA | 0.86*** | 0.78*** | 0.80*** | −0.54** | −0.19ns | −0.86*** | |||||
| RI | −0.89*** | −0.82*** | −0.87*** | 0.56** | 0.46** | 0.91*** | −0.94*** | ||||
| Vit C | 0.85*** | 0.80*** | 0.81*** | −0.41* | −0.23 ns | −0.81*** | 0.88*** | −0.85*** | |||
| TPC | −0.20 ns | −0.24 ns | −0.30 ns | 0.13 ns | 0.74*** | 0.08 ns | 0.06 ns | 0.19 ns | 0.09ns | ||
| TMA | −0.51** | −0.57** | −0.60*** | 0.04 ns | 0.76*** | 0.26 ns | −0.23 ns | 0.45** | −0.30 ns | 0.83*** | |
| AOA | −0.30 ns | −0.36* | −0.42* | 0.13 ns | 0.80*** | 0.15 ns | −0.04 ns | 0.28 ns | −0.05 ns | 0.95*** | 0.92*** |
Eigenvalues and total variability proportion of first three principal component (PC) axes for investigated characteristics components
| PC1 | PC2 | PC3 | |
|---|---|---|---|
| Fruit length | 0.948 | −0.173 | −0.181 |
| Fruit width | 0.906 | −0.072 | −0.346 |
| Berry weight | 0.951 | −0.046 | −0.186 |
| Yield | −0.536 | 0.206 | −0.778 |
| SSC | −0.585 | −0.646 | −0.226 |
| pH | −0.874 | 0.321 | −0.271 |
| TA | 0.852 | −0.450 | 0.011 |
| Ripening index | −0.945 | 0.202 | −0.059 |
| Vitamin C | 0.832 | −0.411 | −0.146 |
| Total phenol | −0.379 | −0.883 | −0.120 |
| Total anthocyanin | −0.641 | −0.709 | 0.207 |
| Antioxidant activity | −0.484 | −0.858 | −0.040 |
| Expl. Var | 7.116 | 3.032 | 1.020 |
| Prp. Total | 0.593 | 0.253 | 0.085 |
| Cumulative % | 59.302 | 84.566 | 0.931 |