Submitted:
11 August 2025
Posted:
12 August 2025
You are already at the latest version
Abstract
Keywords:
1. Introduction
2. Materials and Methods
2.1. Study Sites and Experimental Design
2.2. Soil Analysis
2.3. Yield Measurements
2.4. Grain Quality Analysis
2.5. Statistical Analysis
3. Results
3.1. Experiments in Central Macedonia Greece
3.1.1. Soil Properties
3.1.2. Plant Growth and Yield
3.1.3. Grain Biochemical Quality
3.1.4. Soil and Grain Parameters: The Correlation
3.2. Experiments in Italy (Apulia)
3.2.1. Soil Properties
3.2.2. Plant Growth and Yield
3.2.3. Grain Biochemical Quality
3.2.4. Soil and Grain Parameters: The Correlation
4. Discussion
4.1. Discussion – Greece
4.2. Discussion – Italy (Apulia)
5. Conclusions
Author Contributions
Funding
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Abbreviations
| CTR | Control, soil without fertilizer |
| NPK | Nitrogen – phosphorus – potassium |
| HM | Horse manure |
| WC | Water content |
| EC | Electrical conductivity |
| OC | Organic carbon |
| TotN | Total nitrogen |
| C/N | Carbon-nitrogen ratio |
| OM | Organic matter |
| CEC | Cation exchange capacity |
| TP | Total phenols |
| TF | Total flavonoids |
| DPPH | 2,2-difenil-1-picrilidrazile |
| ABTS+ | 2,2'-azino-bis-3-etilbenzotiazolin-6-solfonato |
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| 2023 | ||||
| CTR | NPK | HM | RecOrgFert | |
| pH | 8.0ᵃ ±0.1 | 7.9ᵇ ±0.1 | 7.9ᵇ ±0.1 | 7.9ᵇ ±0.1 |
| OC | 2.32ᶜ ±0.15 | 4.00ᵃ ±0.20 | 3.44ᵇ ±0.18 | 2.34ᶜ ±0.15 |
| OM | 4.00ᶜ ±0.25 | 6.90ᵃ ±0.30 | 5.93ᵇ ±0.28 | 4.03ᶜ ±0.25 |
| C/N | 19.33ᵇ ±1.2 | 25.00ᵃ ±1.5 | 22.93ᵃ ±1.4 | 18.00ᵇ ±1.0 |
| CEC | 12.73ᵇ ±1.0 | 10.72ᵇ ±1.1 | 13.60ᵃ ±1.2 | 10.71ᵇ ±1.0 |
| Tot N | 0.12ᵇ ±0.01 | 0.16ᵃ ±0.01 | 0.15ᵃ ±0.01 | 0.13ᵇ ±0.01 |
| EC | 0.37ᵇ ±0.03 | 0.40ᵇ ±0.02 | 0.40ᵇ ±0.02 | 0.43ᵃ ±0.02 |
| WC | 13.10ᵃᵇ ±1.5 | 11.10ᵇ ±1.3 | 12.00ᵃᵇ ±1.4 | 16.40ᵃ ±1.8 |
| 2024 | ||||
| CTR | NPK | HM | RecOrgFert | |
| pH | 8.0ᵃ ±0.1 | 7.9ᵇ ±0.1 | 7.7ᶜ ±0.1 | 7.6ᶜ ±0.1 |
| OC | 2.5ᶜ ±0.16 | 4.10ᵃ ±0.20 | 3.0ᵇ ±0.16 | 3.2ᵇ ±0.18 |
| OM | 4.4ᶜ ±0.28 | 7.1ᵃ ±0.35 | 5.2ᵇ ±0.28 | 5.5ᵇ ±0.30 |
| C/N | 14.2ᶜ ±1.2 | 29.3ᵃ ±1.6 | 23.4ᵇ ±1.3 | 29.0ᵃ ±1.5 |
| CEC | 22.8ᶜ ±2.0 | 23.4ᵇᶜ ±2.1 | 28.9ᵃ ±2.3 | 24.1ᵃᵇ ±2.2 |
| Tot N | 0.18ᵃ ±0.02 | 0.14ᵇ ±0.01 | 0.13ᵇ ±0.01 | 0.11ᶜ ±0.01 |
| EC | 0.82ᵃ ±0.05 | 0.50ᵇ ±0.03 | 0.57ᵇ ±0.03 | 0.44ᵇ ±0.02 |
| WC | 13.9ᵇ ±1.5 | 12.0ᵇ ±1.4 | 14.2ᵃᵇ ±1.5 | 14.9ᵃ ±1.6 |
| 2023 | ||||
| CTR | NPK | HM | RecOrgFert | |
| Plant height | 176.0ᵇ ±4.5 | 202.0ᵃ ±5.0 | 203.0ᵃ ±4.8 | 181.0ᵃᵇ ±4.3 |
| Seed/ear | 35ᵇ ±3 | 41ᵃ ±3 | 37ᵇ ±3 | 42ᵃ ±2 |
| Yield | 17.70ᵃᵇ ±1.8 | 19.76ᵃ ±1.5 | 17.47ᵃᵇ ±1.7 | 15.69ᵇ ±1.6 |
| Dry Seed | 0.7ᵇ ±0.1 | 1.0ᵃᵇ ±0.1 | 2.2ᵃ ±0.2 | 1.1ᵃᵇ ±0.1 |
| Proteins | 12.0ᵇ ±0.8 | 12.3ᵃᵇ ±0.9 | 10.5ᶜ ±0.8 | 15.1ᵃ ±1.0 |
| Dry gluten | 14.1ᵇ ±1.0 | 21.6ᵃ ±1.2 | 18.9ᵃ ±1.1 | 20.0ᵃ ±1.1 |
| β-carotene | 0.50ᵇ ±0.05 | 0.61ᵃᵇ ±0.06 | 0.66ᵃ ±0.07 | 0.62ᵃᵇ ±0.06 |
| 2024 | ||||
| CTR | NPK | HM | RecOrgFert | |
| Plant height | 161.0ᶜ ±4.0 | 190.2ᵃ ±4.5 | 186.8ᵃ ±4.2 | 173.0ᵇ ±4.1 |
| Seed/ear | 36ᵇ ±3 | 53ᵃ ±4 | 36ᵇ ±3 | 50ᵃ ±3 |
| Yield | 16.49ᵃᵇ ±0.6 | 17.51ᵃ ±0.7 | 13.87ᵇ ±1.3 | 15.22ᵃ ±0.5 |
| Dry Seed | 0.5ᵃᵇ ±0.1 | 0.4ᵇ ±0.1 | 1.1ᵃ ±0.1 | 0.6ᵃᵇ ±0.1 |
| Proteins | 12.8ᵇ ±0.9 | 14.7ᵃᵇ ±1.1 | 14.9ᵃ ±1.0 | 16.6ᵃ ±1.2 |
| Dry gluten | 18.0ᵇ ±1.2 | 20.0ᵃ ±1.1 | 17.8ᵇ ±1.0 | 23.4ᵃ ±1.3 |
| β-carotene | 2.20ᵇ ±0.20 | 2.32ᵃᵇ ±0.21 | 2.35ᵃ ±0.22 | 2.29ᵃᵇ ±0.20 |
| 2023 | ||||
| CTRL | NPK | HM | RecOrgFert | |
| TP | 19.87ᶜ ± 0.85 | 21.76ᵇ ± 0.92 | 22.31ᵃᵇ ± 0.97 | 23.02ᵃ ± 1.04 |
| TF | 10.02c ± 0.47 | 18.89ᵃ ± 0.76 | 16.94ᵇ ± 0.73 | 17.62ᵃ ± 0.81 |
| DPPH | 32.85ᵇ ± 1.22 | 35.01ᵃᵇ ± 1.35 | 35.89ᵃ ± 1.33 | 36.45ᵃ ± 1.41 |
| ABTS⁺ | 23.67ᶜ ± 1.03 | 24.02ᶜ ± 1.18 | 24.88ᵇ ± 1.15 | 25.91ᵃ ± 1.26 |
| 2024 | ||||
| CTR | NPK | HM | RecOrgFert | |
| TP | 12.03ᵇ ± 0.56 | 11.37ᵇ ± 0.61 | 20.92ᵃ ± 1.02 | 19.65ᵃ ± 0.94 |
| TF | 11.12ᶜ ± 0.49 | 19.91ᵃ ± 0.92 | 17.41ᵇ ± 0.87 | 22.74ᵃ ± 1.03 |
| DPPH | 15.88ᶜ ± 0.88 | 23.45ᵇ ± 1.21 | 29.87ᵃ ± 1.38 | 26.12ᵃᵇ ± 1.30 |
| ABTS⁺ | 25.33ᵇ ± 1.11 | 26.12ᵃᵇ ± 1.25 | 28.15ᵃ ± 1.33 | 27.03ᵃ ± 1.19 |
| 2023 | ||||
| CTR | NPK | HM | RecOrgFert | |
| pH | 7.60ᵇ ± 0.12 | 7.80ᵃ ± 0.09 | 7.70ᵃᵇ ± 0.08 | 7.80ᵃ ± 0.11 |
| OC | 1.24a ± 0.18 | 0.95b ± 0.22 | 0.94b ± 0.19 | 0.97b ± 0.26 |
| OM | 2.14a ± 0.31 | 1.64b ± 0.28 | 1.62b ± 0.24 | 1.67b ± 0.35 |
| C/N | 0.12a ± 0.015 | 0.12a ± 0.018 | 0.13a ± 0.020 | 0.09b ± 0.012 |
| CEC | 29.50ᵃ ± 3.20 | 27.90ᵇ ± 2.90 | 26.20ᵇ ± 3.40 | 19.30c ± 2.60 |
| Tot N | 0.15a ± 0.025 | 0.11b ± 0.032 | 0.12b ± 0.035 | 0.09c ± 0.028 |
| CE | 0.36a ± 0.08 | 0.34a ± 0.12 | 0.34a ± 0.11 | 0.33a ± 0.09 |
| WC | 12.93b ± 2.10 | 11.21b ± 1.95 | 12.29b ± 2.25 | 15.98ᵃ ± 2.80 |
| 2024 | ||||
| CTR | NPK | HM | RecOrgFert | |
| pH | 7.80ᵃ ± 0.14 | 7.80ᵃ ± 0.10 | 7.80ᵃ ± 0.11 | 7.80ᵃ ± 0.13 |
| OC | 1.34ᶜ ± 0.31 | 1.87ᵃ ± 0.42 | 0.95ᵈ ± 0.24 | 1.64a ± 0.38 |
| OM | 2.31b ± 0.12 | 3.22ᵃ ± 0.58 | 1.64ᵈ ± 0.12 | 2.93a ± 0.41 |
| C/N | 0.14ᵇ ± 0.022 | 0.10ᶜ ± 0.016 | 0.20ᵃ ± 0.028 | 0.12ᵇ ± 0.019 |
| CEC | 29.50ᵃ ± 2.10 | 27.10a ± 1.60 | 16.50c ± 1.40 | 26.1a ± 1.80 |
| Tot N | 0.19ᵃ ± 0.045 | 0.18ᵃ ± 0.038 | 0.19ᵃ ± 0.042 | 0.20ᵃ ± 0.048 |
| CE | 0.71ᵇ ± 0.15 | 0.69ᵇ ± 0.13 | 0.70ᵇ ± 0.14 | 0.91ᵃ ± 0.18 |
| WC | 14.01a ± 1.40 | 12.12a ± 1.15 | 13.89a ± 2.50 | 13.97a ± 2.65 |
| 2023 | ||||
| CTR | NPK | HM | RecOrgFert | |
| Plant height | 78.0ᶜ ± 4.50 | 105.00ᵃ ± 8.30 | 84.0ᵇ ± 4.20 | 101.0ᵃ ± 7 |
| seed/ear | 36.0b ± 4.20 | 43.0a ± 5.80 | 37.0b ± 4.90 | 43.0a ± 6.10 |
| Yield | 22.00ᵈ ± 3.10 | 32.00ᵃ ± 4.50 | 24.00ᶜ ± 3.60 | 29.00ᵇ ± 3.80 |
| Dry See | 0.80ᵃ ± 0.045 | 0.80ᵃ ± 0.038 | 0.80ᵃ ± 0.041 | 0.80ᵃ ± 0.042 |
| Proteins | 10.50a ± 1.80 | 11.30a ± 2.20 | 10.80a ± 2.10 | 10.60a ± 1.95 |
| Dry Gluten | 7.00a ± 1.20 | 7.40a ± 1.45 | 6.80a ± 1.25 | 6.90a ± 1.30 |
| β-carotene | 0.52a ± 0.085 | 0.63a ± 0.12 | 0.65a ± 0.11 | 0.64a ± 0.095 |
| 2024 | ||||
| CTR | NPK | HM | RecOrgFert | |
| Plant height | 60.3c ± 7.80 | 89.6ᵃ ± 7.40 | 72.5b ± 5.30 | 87.7a ± 6.80 |
| seed/ear | 38.0b ± 5.20 | 53.0ᵃ ± 7.30 | 35.0b ± 4.60 | 51.0ᵃ ± 6.90 |
| Yield | 20.0b ± 1.90 | 33.3ᵃ ± 4.70 | 26.3a ± 2.70 | 30.0a ± 2.20 |
| Dry Seed | 0.80ᵃ ± 0.052 | 0.80ᵃ ± 0.046 | 0.80ᵃ ± 0.044 | 0.80ᵃ ± 0.049 |
| Proteins | 14.50ᵃ ± 2.60 | 14.80ᵃ ± 2.85 | 14.80ᵃ ± 2.75 | 15.20ᵃ ± 3.10 |
| Dry Gluten | 12.10ᵃ ± 2.20 | 12.00ᵃ ± 2.35 | 11.70ᵃ ± 2.00 | 11.80ᵃ ± 2.10 |
| β-carotene | 2.23ᵃ ± 0.28 | 2.31ᵃ ± 0.32 | 2.30ᵃ ± 0.29 | 2.34ᵃ ± 0.35 |
| 2023 | ||||
| CTR | NPK | HM | RecOrgFert | |
| TP | 20.50ᶜ ± 0.88 | 22.41ᵃᵇ ± 0.95 | 22.25ᵇ ± 0.93 | 22.54ᵃ ± 1.02 |
| TF | 9.48ᶜ ± 0.41 | 19.76ᵃ ± 0.82 | 17.55ᵇ ± 0.73 | 18.31ᵃ ± 0.77 |
| DPPH | 33.99ᵇ ± 1.25 | 34.95ᵇ ± 1.29 | 36.54ᵃ ± 1.31 | 37.09ᵃ ± 1.34 |
| ABTS⁺ | 24.13ᵇ ± 1.08 | 23.88ᵇ ± 1.15 | 25.08ᵃᵇ ± 1.17 | 26.29ᵃ ± 1.21 |
| 2024 | ||||
| CTR | NPK | HM | RecOrgFert | |
| TP | 11.47ᶜ ± 0.52 | 11.09ᶜ ± 0.58 | 21.19ᵃ ± 1.01 | 20.53a ± 0.96 |
| TF | 10.55ᶜ ± 0.46 | 20.80ᵃ ± 0.94 | 16.87ᵇ ± 0.88 | 23.17ᵃ ± 1.01 |
| DPPH | 14.95ᶜ ± 0.85 | 22.93ᵇ ± 1.17 | 35.21ᵃ ± 1.39 | 35.25a ± 1.26 |
| ABTS⁺ | 24.82ᵇ ± 1.10 | 25.80ᵇ ± 1.13 | 27.44ᵃ ± 1.24 | 28.55a ± 1.19 |
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