Submitted:
29 July 2025
Posted:
30 July 2025
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Abstract

Keywords:
1. Introduction
2. Materials and Methods
2.1. Plant Material
2.2. Climate Data
2.3 Chemicals and Reagents
2.4. Phytochemical Analyses
2.5. Enzyme Preparations
2.6. Extraction Processes
2.7. HPLC – DAD and HPLC – MSQ Analysis
2.8. Statistical Analysis
3. Results
3.1. Climatological Analysis
3.2. Phytochemical Analyses
3.3. HPLC – DAD and HPLC – MSQ analysis



4. Conclusions
Author Contributions
Funding
Acknowledgments
Conflicts of Interest
Abbreviations
| UAE | Ultra-sound assisted extraction |
| MAEA | Microwave assisted extraction |
| EAE | Enzymatic assisted extraction |
| TPC | Total polyphenolic content |
| AA% | Antioxidant activity |
| Ols | Olive leaves |
| HT | Hydroxytyrosol |
| DPPH | 2,2-Diphenyl-1-(2,4,6-trinitrophenyl)hydrazin-1-yl |
| HPLC-DAD | High-Performance Liquid Chromatography with Diode-Array Detection |
| HPLC-MSQ | High-Performance Liquid Chromatography mass spectrometry and quantification |
| TIC | Total Ion Chromatograms |
| GAE | Gallic acid equivalent |
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| Olive tree variety | Wild tree from Paravola | Koroneiki | Wild tree from Stamna | Kalamata | |
| Residual humidity | 5.63 | 5.33 | 4.36 | 5.72 | |
| Area / Olive variety | Month | Maximun air temperature (°C) | Minimum air temperature (°C) | Average air temperature (°C) |
|---|---|---|---|---|
| Paravola/ wild tree | May | 25.00 | 14.00 | 19.50 |
| June | 32.00 | 22.00 | 27.00 | |
| July | 33.00 | 23.00 | 28.00 | |
| August | 31.00 | 24.00 | 27.50 | |
| September | 26.00 | 17.00 | 21.50 | |
| Stamna/ Kalamata, Koroneiki and wild tree | May | 26.08 | 16,06 | 21.13 |
| June | 34.22 | 25.20 | 29.07 | |
| July | 34.86 | 25.83 | 31.46 | |
| August | 34.39 | 26.13 | 30.43 | |
| September | 29.99 | 20.97 | 24.65 |
| Months | Maximum soil moisture (%) | Minimum soil moisture (%) | Average soil moisture (%) |
|---|---|---|---|
| May | 34.07 | 23.12 | 28.60 |
| June | 36.04 | 23.91 | 29.98 |
| July | 36.67 | 23.09 | 29.88 |
| August | 35.15 | 21.98 | 28.57 |
| September | 22.29 | 21.55 | 21.92 |
| Extraction methods | TPC (mg GAE/L) * | |||
|---|---|---|---|---|
| Kalamata | Stamna | Paravola | Koroneiki | |
| EAE | 144.75±7.24a | 375.00±18.75b | 924.00±46.20c | 466.00±23.30d |
| MAE | 174.50±8.73a | 63.50±3.18b | 81.50±4.08c | 149.00±7.45d |
| UAE | 266.50±13.33a | 38.00±1.90b | 116.00±5.80c | 231.00±11.55d |
| Extraction methods | DPPH (AA%) * | |||
|---|---|---|---|---|
| Kalamata | Stamna | Paravola | Koroneiki | |
| EAE | 61.00±3.05a | 64.99±3.25a | 63.42±3.17a | 61.00±3.05a |
| MAE | 38.68±1.94a | 40.62±2.03a | 40.70±2.04a | 44.43±2.22a |
| UAE | 35.86±1.79a | 37.60±1.88a | 33.25±1.66a | 35.73±1.79a |
| Νο | [M-H]- (m/z) | Molecular Formula | Proposed Compound | Classification |
|---|---|---|---|---|
| 191.0 | C7H12O6 | Quinic acid | Cyclitol | |
| 133.0 | C4H6O5 | Malic acid | Dicarboxylic acid | |
| 190.8 | C6H7O7 | Citric acid | Carboxylic acid | |
| 151.0 | C8H8O3 | Oxydized Hydroxytyrosol | Phenol | |
| 241.1 | C11H14O6 | Εlenolic acid | Secoiridoid | |
| 389.1 | C16H21O11 | Oleoside | Secoiridoid | |
| 403.0 | C17H23O11 | Oleoside methyl ester | Secoiridoid | |
| 377.0 | C19H21O8 | Decarboxyl elenolic acid derivative | Secoiridoid | |
| 335.1 | C17H20O7 | Undendified | Secoiridoid | |
| 461.1 | C20H30O12 | Decaffeoyl Verbascoside | Polyphenol glycoside | |
| 555.1 | C25H32O14 | Hydroxyoleuropein isomer 1 | Secoiridoid | |
| 555.1 | C25H32O14 | Hydroxyoleuropein isomer 2 | Secoiridoid | |
| 593.0 | C27H30O15 | Luteolin-7-O-rutinoside | Flavonoid | |
| 447.0 | C21H19O11 | Luteolin-7-O-glucoside | Flavonoid | |
| 551.3 | C25H28O14 | Cafselogoside | Secoiridoid | |
| 403.0 | C17H23O11 | Secoxyloganin | Secoiridoid | |
| 577.2 | C27H29O14 | Apigenin 7-O-rutinoside | Flavonoid | |
| 431.1 | C21H20O10 | Apigenin-4-O-glucoside | Flavonoid | |
| 461.0 | C20H30O12 | Chryseriol-7-O- glucoside | Flavonoid | |
| 447.1 | C21H19O11 | Luteolin glucoside isomer | Flavonoid | |
| 539.2 | C25H32O13 | Oleuropein | Secoiridoid | |
| 583.1 | C27H36O14 | Lucidumoside C | Secoiridoid | |
| 523.2 | C25H31O12 | Ligstroside | Secoiridoid | |
| 285.0 | C15H10O6 | Luteolin | Flavonoid | |
| 269.1 | C15H10O5 | Apigenin | Flavonoid | |
| 299.1 | C16H12O6 | Diosmetin | Flavonoid |
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