Protein and Oil Contents, Micro- and Macronutrients, and Other Quality Indicators of Soybean Cultivated in Lowland Fields
Abstract
:1. Introduction
2. Materials and Methods
2.1. Experiments in the Lowland Fields
2.2. Analyses of Quality Indicators
2.2.1. Moisture
2.2.2. Oil
2.2.3. Oil Composition
2.2.4. Acidity Index
- V—volume of sodium hydroxide (NaOH) used in the titration;
- N—normality of the NaOH solution;
- f—correction factor of the sodium hydroxide (NaOH) solution.
2.2.5. Peroxide Index
- A—volume of sodium thiosulfate used in the sample titration;
- B—volume of sodium thiosulfate used in the blank titration;
- N—normality of the sodium thiosulfate solution;
- f—correction factor of the sodium thiosulfate solution;
- M—mass of the sample.
2.2.6. Iodine Index
- VB—volume used in the blank titration;
- VA—volume used in the sample titration;
- f—sodium thiosulfate correction factor;
- MMKI—molecular mass of potassium iodide;
- M—mass of the sample.
2.2.7. Saponification Index
- VA—volume used in sample titration;
- VB—volume used in blank titration;
- f—correction factor of the HCL solution;
- M—mass of the sample.
2.2.8. Protein
2.2.9. Ash
2.2.10. Carbohydrates
2.2.11. Nutrients
2.2.12. Statistical Analysis
3. Results
3.1. Moisture
3.2. Grain Yield
3.3. Quality Indicators
3.3.1. Proteins
3.3.2. Oil
3.3.3. Ash
3.3.4. Carbohydrates
3.3.5. Fatty Acids in the Oil
3.3.6. Acidity Index of Oil
3.3.7. Peroxide Index of Oil
3.3.8. Iodine Index of Oil
3.3.9. Saponification Index of Oil
3.3.10. Nutrients
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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Code | Meaning |
---|---|
O − S | Oat (cover crop)—Scarified (soil preparation) |
O − NS | Oat (cover crop)—Non-scarified (soil preparation) |
R − S | Ryegrass (cover crop)—Scarified (soil preparation) |
R − NS | Ryegrass (cover crop)—Non-scarified (soil preparation) |
C − S | Clover (cover crop)—Scarified (soil preparation) |
C − NS | Clover (cover crop)—Non-scarified (soil preparation) |
(O + R) − S | Oat + Ryegrass (cover crop)—Scarified (soil preparation) |
(O + R) − NS | Oat + Ryegrass (cover crop)—Non-scarified (soil preparation) |
(C + R) − S | Clover + Ryegrass (cover crop)—Scarified (soil preparation) |
(C + R) − NS | Clover + Ryegrass (cover crop)—Non-scarified (soil preparation) |
F − S | Fallow (control)—Scarified (soil preparation) |
F − NS | Fallow (control)—Non-scarified (soil preparation) |
Treatment | Crop Year 21/22 | Crop Year 22/23 |
---|---|---|
Moisture (%) | ||
O − S | 8.14 ± 0.79 | 11.02 ± 0.21 |
O − NS | 8.04 ± 0.55 | 11.75 ± 1.44 |
R − S | 7.62 ± 0.26 | 13.03 ± 0.83 |
R − NS | 8.64 ± 0.85 | 11.59 ± 1.65 |
C − S | 7.92 ± 0.54 | 11.55 ± 1.27 |
C − NS | 8.71 ± 0.65 | 11.57 ± 1.10 |
(O + R) − S | 8.26 ± 0.92 | 12.05 ± 1.10 |
(O + R) − NS | 8.58 ± 0.64 | 10.70 ± 0.53 |
(C + R) − S | 8.72 ± 0.33 | 12.26 ± 0.59 |
(C + R) − NS | 8.92 ± 0.03 | 11.41 ± 1.01 |
F − S | 7.67 ± 0.40 | 11.02 ± 0.30 |
F − NS | 8.03 ± 0.51 | 11.60 ± 1.06 |
Treatment | Fatty Acids (%) * | ||||
---|---|---|---|---|---|
C14:0 | C15:0 | C16:0 | C16:1 | C17:0 | |
O − S | 0.09 ± 0.01 | 0.01 ± 0.01 | 11.70 ± 0.34 | 0.09 ± 0.01 | 0.06 ± 0.01 |
O − NS | 0.10 ± 0.05 | 0.01 ± 0.01 | 13.07 ± 0.17 | 0.08 ± 0.01 | 0.08 ± 0.01 |
R − S | 0.14 ± 0.02 | 0.02 ± 0.01 | 11.55 ± 0.39 | 0.09 ± 0.02 | 0.08 ± 0.01 |
R − NS | 0.09 ± 0.01 | 0.01 ± 0.01 | 14.85 ± 0.82 | 0.10 ± 0.05 | 0.10 ± 0.02 |
C − S | 0.09 ± 0.03 | 0.02 ± 0.01 | 14.98 ± 0.32 | 0.08 ± 0.02 | 0.10 ± 0.02 |
C − NS | 0.08 ± 0.01 | 0.03 ± 0.01 | 12.58 ± 1.10 | 0.07 ± 0.01 | 0.09 ± 0.01 |
(O + R) − S | 0.08 ± 0.01 | 0.02 ± 0.01 | 14.74 ± 1.07 | 0.06 ± 0.02 | 0.06 ± 0.02 |
(O + R) − NS | 0.08 ± 0.01 | 0.01 ± 0.01 | 17.10 ± 1.23 | 0.10 ± 0.03 | 0.09 ± 0.01 |
(C + R) − S | 0.08 ± 0.01 | 0.06 ± 0.02 | 12.36 ± 0.54 | 0.07 ± 0.01 | 0.08 ± 0.01 |
(C + R) − NS | 0.14 ± 0.06 | 0.01 ± 0.01 | 19.53 ± 1.94 | 0.11 ± 0.06 | 0.12 ± 0.03 |
F − S | 0.24 ± 0.04 | 0.05 ± 0.02 | 17.72 ± 1.22 | 0.08 ± 0.02 | 0.09 ± 0.02 |
F − NS | 0.07 ± 0.01 | 0.03 ± 0.01 | 12.51 ± 1.28 | 0.08 ± 0.01 | 0.08 ± 0.01 |
Treatment | C18:0 | C18:1n9 cis/trans | C18:2n6 cis/trans | C18:3n3 | C20:0 |
O − S | 3.98 ± 0.60 | 23.79 ± 1.80 | 52.18 ± 1.58 | 6.23 ± 0.77 | 0.38 ± 0.03 |
O − NS | 4.85 ± 1.37 | 24.74 ± 2.56 | 49.44 ± 1.53 | 5.59 ± 1.47 | 0.64 ± 0.07 |
R − S | 4.11 ± 0.54 | 24.75 ± 0.62 | 51.82 ± 1.22 | 5.99 ± 0.44 | 0.37 ± 0.11 |
R − NS | 5.34 ± 1.25 | 25.47 ± 1.64 | 46.28 ± 1.93 | 5.05 ± 0.91 | 0.81 ± 0.05 |
C − S | 5.41 ± 1.01 | 23.46 ± 2.74 | 45.62 ± 2.07 | 4.74 ± 0.42 | 0.83 ± 0.06 |
C − NS | 4.82 ± 0.23 | 25.67 ± 1.23 | 49.52 ± 1.76 | 5.21 ± 0.56 | 0.53 ± 0.13 |
(O + R) − S | 5.42 ± 1.00 | 24.76 ± 2.10 | 47.16 ± 1.83 | 4.89 ± 0.68 | 0.79 ± 0.14 |
(O + R) − NS | 6.00 ± 1.31 | 23.62 ± 2.48 | 42.70 ± 2.03 | 4.63 ± 0.94 | 1.27 ± 0.12 |
(C + R) − S | 4.47 ± 0.38 | 24.95 ± 2.32 | 48.96 ± 1.98 | 4.46 ± 1.87 | 0.38 ± 0.04 |
(C + R) − NS | 6.29 ± 1.88 | 23.89 ± 1.84 | 40.68 ± 2.36 | 4.95 ± 1.10 | 1.73 ± 0.13 |
F − S | 5.62 ± 1.87 | 23.23 ± 2.52 | 45.34 ± 2.23 | 5.03 ± 1.54 | 1.10 ± 0.18 |
F − NS | 4.42 ± 0.36 | 24.94 ± 1.45 | 49.32 ± 2.21 | 5.42 ± 0.32 | 0.42 ± 0.07 |
Treatment | C20:1n9 | C20:3n6 | C20:5n3 | C22:0 | C24:0 |
O − S | 0.16 ± 0.03 | 0.05 ± 0.01 | 0.35 ± 0.05 | 0.57 ± 0.10 | 0.15 ± 0.01 |
O − NS | 0.19 ± 0.05 | 0.03 ± 0.01 | 0.40 ± 0.15 | 0.52 ± 0.12 | 0.21 ± 0.07 |
R − S | 0.15 ± 0.05 | 0.02 ± 0.01 | 0.30 ± 0.10 | 0.40 ± 0.08 | 0.17 ± 0.02 |
R − NS | 0.21 ± 0.04 | 0.04 ± 0.01 | 0.80 ± 0.10 | 0.53 ± 0.05 | 0.25 ± 0.01 |
C − S | 0.20 ± 0.04 | 0.03 ± 0.01 | 3.53 ± 0.13 | 0.50 ± 0.04 | 0.27 ± 0.09 |
C − NS | 0.19 ± 0.01 | 0.03 ± 0.01 | 0.17 ± 0.10 | 0.60 ± 0.11 | 0.30 ± 0.07 |
(O + R) − S | 0.20 ± 0.02 | 0.02 ± 0.02 | 0.31 ± 0.01 | 1.03 ± 0.03 | 0.23 ± 0.01 |
(O + R) − NS | 0.21 ± 0.03 | 0.06 ± 0.03 | 0.57 ± 0.03 | 2.56 ± 0.16 | 0.31 ± 0.08 |
(C + R) − S | 0.17 ± 0.03 | 0.02 ± 0.01 | 0.36 ± 0.08 | 0.42 ± 0.05 | 0.22 ± 0.07 |
(C + R) − NS | 0.25 ± 0.08 | 0.11 ± 0.01 | 0.95 ± 0.11 | 0.74 ± 0.02 | 0.34 ± 0.09 |
F − S | 0.23 ± 0.10 | 0.05 ± 0.01 | 0.28 ± 0.06 | 0.65 ± 0.05 | 0.28 ± 0.06 |
F − NS | 0.17 ± 0.03 | 0.02 ± 0.01 | 0.66 ± 0.06 | 0.40 ± 0.15 | 0.19 ± 0.05 |
Treatment | Fatty Acids (%) * | ||||
---|---|---|---|---|---|
C14:0 | C15:0 | C16:0 | C16:1 | C17:0 | |
O − S | 0.12 ± 0.04 | 0.07 ± 0.01 | 16.18 ± 1.04 | 0.10 ± 0.03 | 0.10 ± 0.02 |
O − NS | 0.14 ± 0.02 | 0.00 ± 0.00 | 12.02 ± 1.25 | 0.10 ± 0.06 | 0.09 ± 0.02 |
R − S | 0.08 ± 0.01 | 0.02 ± 0.01 | 11.62 ± 0.37 | 0.08 ± 0.01 | 0.06 ± 0.01 |
R − NS | 0.09 ± 0.01 | 0.02 ± 0.01 | 11.61 ± 0.36 | 0.08 ± 0.01 | 0.08 ± 0.01 |
C − S | 0.11 ± 0.02 | 0.04 ± 0.01 | 21.86 ± 1.46 | 0.10 ± 0.06 | 0.12 ± 0.02 |
C − NS | 0.08 ± 0.01 | 0.02 ± 0.01 | 17.57 ± 1.19 | 0.06 ± 0.01 | 0.06 ± 0.01 |
(O + R) − S | 0.11 ± 0.05 | 0.02 ± 0.01 | 15.53 ± 1.06 | 0.10 ± 0.03 | 0.09 ± 0.02 |
(O + R) − NS | 0.23 ± 0.03 | 0.02 ± 0.01 | 11.83 ± 0.58 | 0.08 ± 0.01 | 0.08 ± 0.01 |
(C + R) − S | 0.08 ± 0.01 | 0.02 ± 0.01 | 13.32 ± 1.98 | 0.07 ± 0.01 | 0.09 ± 0.01 |
(C + R) − NS | 0.08 ± 0.01 | 0.02 ± 0.01 | 12.72 ± 1.49 | 0.07 ± 0.01 | 0.08 ± 0.01 |
F − S | 0.08 ± 0.01 | 0.02 ± 0.01 | 15.61 ± 1.99 | 0.08 ± 0.01 | 0.09 ± 0.02 |
F − NS | 0.08 ± 0.01 | 0.02 ± 0.01 | 12.82 ± 1.44 | 0.08 ± 0.01 | 0.08 ± 0.01 |
Treatment | C18:0 | C18:1n9 cis/trans | C18:2n6 cis/trans | C18:3n3 | C20:0 |
O − S | 5.36 ± 1.07 | 22.86 ± 1.87 | 44.38 ± 2.96 | 5.20 ± 0.60 | 1.08 ± 0.18 |
O − NS | 4.44 ± 0.75 | 24.92 ± 2.20 | 48.28 ± 3.95 | 5.36 ± 0.90 | 0.45 ± 0.18 |
R − S | 4.45 ± 0.97 | 26.00 ± 1.59 | 50.08 ± 3.20 | 5.64 ± 1.25 | 0.44 ± 0.07 |
R − NS | 4.39 ± 0.19 | 24.76 ± 2.52 | 51.00 ± 1.71 | 5.67 ± 0.38 | 0.45 ± 0.05 |
C − S | 7.12 ± 1.42 | 24.79 ± 1.02 | 36.32 ± 1.57 | 3.84 ± 1.34 | 1.95 ± 0.15 |
C − NS | 5.78 ± 1.17 | 23.07 ± 0.85 | 43.52 ± 2.92 | 3.68 ± 1.39 | 1.04 ± 0.28 |
(O + R) − S | 4.86 ± 1.50 | 22.13 ± 1.48 | 49.18 ± 2.32 | 5.86 ± 1.29 | 0.77 ± 0.16 |
(O + R) − NS | 4.36 ± 0.87 | 24.43 ± 2.08 | 51.49 ± 2.71 | 5.78 ± 1.09 | 0.39 ± 0.11 |
(C + R) − S | 5.16 ± 1.28 | 25.75 ± 1.32 | 48.25 ± 2.72 | 5.04 ± 1.00 | 0.70 ± 0.16 |
(C + R) − NS | 5.07 ± 0.58 | 26.32 ± 0.98 | 48.56 ± 1.94 | 4.92 ± 0.60 | 0.60 ± 0.11 |
F − S | 5.23 ± 1.56 | 24.31 ± 1.82 | 47.15 ± 2.19 | 5.35 ± 1.20 | 0.86 ± 0.10 |
F − NS | 4.51 ± 0.65 | 23.93 ± 1.47 | 50.83 ± 2.87 | 5.86 ± 0.57 | 0.52 ± 0.17 |
Treatment | C20:1n9 | C20:3n6 | C20:5n3 | C22:0 | C24:0 |
O − S | 0.17 ± 0.07 | 0.07 ± 0.01 | 1.18 ± 0.08 | 2.24 ± 0.14 | 0.16 ± 0.02 |
O − NS | 0.18 ± 0.07 | 0.00 ± 0.00 | 3.33 ± 0.23 | 0.43 ± 0.11 | 0.24 ± 0.06 |
R − S | 0.18 ± 0.04 | 0.05 ± 0.01 | 0.29 ± 0.07 | 0.63 ± 0.16 | 0.18 ± 0.02 |
R − NS | 0.17 ± 0.03 | 0.02 ± 0.01 | 0.80 ± 0.09 | 0.54 ± 0.03 | 0.28 ± 0.01 |
C − S | 0.27 ± 0.07 | 0.09 ± 0.02 | 0.86 ± 0.06 | 0.87 ± 0.16 | 0.36 ± 0.06 |
C − NS | 0.21 ± 0.04 | 0.03 ± 0.01 | 0.32 ± 0.07 | 0.63 ± 0.05 | 0.29 ± 0.03 |
(O + R) − S | 0.18 ± 0.03 | 0.04 ± 0.01 | 0.23 ± 0.07 | 0.53 ± 0.07 | 0.25 ± 0.09 |
(O + R) − NS | 0.17 ± 0.05 | 0.02 ± 0.01 | 0.45 ± 0.13 | 0.43 ± 0.07 | 0.20 ± 0.01 |
(C + R) − S | 0.21 ± 0.04 | 0.04 ± 0.01 | 0.35 ± 0.02 | 0.60 ± 0.03 | 0.28 ± 0.02 |
(C + R) − NS | 0.20 ± 0.01 | 0.03 ± 0.01 | 0.37 ± 0.08 | 0.63 ± 0.07 | 0.30 ± 0.02 |
F − S | 0.22 ± 0.08 | 0.04 ± 0.01 | 0.17 ± 0.09 | 0.54 ± 0.07 | 0.22 ± 0.01 |
F − NS | 0.17 ± 0.01 | 0.03 ± 0.01 | 0.34 ± 0.04 | 0.47 ± 0.10 | 0.22 ± 0.05 |
Total Protein | ||||
Cover Crop | N | Average | Grouping * | |
R | 8 | 31.6 | A | |
O + R | 8 | 31.5 | A | |
C + O | 8 | 30.3 | A | |
O | 8 | 28.8 | A | |
C | 8 | 28.4 | A | B |
F | 8 | 25.1 | B | |
Carbohydrates | ||||
Cover Crop | N | Average | Grouping * | |
F | 8 | 42.9 | A | |
C | 8 | 37.0 | A | B |
C + R | 8 | 36.8 | A | B |
O | 8 | 35.4 | B | |
R | 8 | 35.3 | B | |
O + R | 8 | 33.3 | B | |
C15:0 Fatty Acid | ||||
Soil Preparation | N | Average | Grouping * | |
S | 24 | 0.03 | A | |
NS | 24 | 0.02 | B | |
C18:3n3 Fatty Acid | ||||
Cover Crop | N | Average | Grouping * | |
O + R | 8 | 5.82 | A | |
R | 8 | 5.65 | A | B |
F | 8 | 5.60 | A | B |
O | 8 | 5.28 | A | B |
C + R | 8 | 4.98 | A | B |
C | 8 | 3.76 | B | |
C20:3n6 Fatty Acid | ||||
Soil Preparation | N | Average | Grouping * | |
S | 24 | 0.06 | A | |
NS | 24 | 0.02 | B |
Treatment | N | P | K | Ca | Mg | S | Zn | Cu | Fe | Mn |
---|---|---|---|---|---|---|---|---|---|---|
kg ton−1 | g ton−1 | |||||||||
O − S | 42.51 ± 2.60 | 5.70 ± 0.36 | 27.13 ± 1.72 | 2.96 ± 0.32 | 2.37 ± 0.14 | 2.93 ± 0.24 | 38.00 ± 1.03 | 10.76 ± 1.33 | 118.53 ± 6.95 | 44.23 ± 2.96 |
O − NS | 37.90 ± 11.27 | 5.58 ± 0.56 | 19.41 ± 0.62 | 3.03 ± 0.21 | 2.41 ± 0.18 | 3.11 ± 0.29 | 37.05 ± 1.36 | 11.68 ± 1.07 | 122.02 ± 5.00 | 45.20 ± 2.87 |
R − S | 43.32 ± 4.80 | 5.22 ± 0.75 | 19.73 ± 0.98 | 3.01 ± 0.27 | 2.57 ± 0.13 | 2.93 ± 0.22 | 36.46 ± 1.57 | 10.0 ± 1.14 | 120.30 ± 5.65 | 43.92 ± 1.13 |
R − NS | 44.93 ± 2.74 | 5.60 ± 0.53 | 18.87 ± 0.38 | 2.85 ± 0.22 | 2.42 ± 0.23 | 3.18 ± 0.29 | 35.54 ± 2.63 | 10.55 ± 1.10 | 116.95 ± 8.67 | 45.99 ± 3.34 |
C − S | 37.87 ± 4.46 | 5.12 ± 0.39 | 19.42 ± 0.78 | 2.98 ± 0.19 | 2.47 ± 0.21 | 2.85 ± 0.18 | 37.21 ± 1.43 | 10.94 ± 1.55 | 111.42 ± 6.86 | 43.83 ± 2.35 |
C − NS | 42.87 ± 4.63 | 5.47 ± 0.50 | 19.45 ± 0.97 | 3.02 ± 0.28 | 2.41 ± 0.17 | 2.99 ± 0.17 | 35.18 ± 2.48 | 11.18 ± 0.90 | 119.02 ± 6.01 | 43.58 ± 3.34 |
(O + R) − S | 42.88 ± 2.17 | 5.40 ± 0.66 | 29.29 ± 1.44 | 2.90 ± 0.27 | 2.51 ± 0.13 | 3.12 ± 0.26 | 36.75 ± 3.07 | 10.97 ± 1.60 | 116.39 ± 9.46 | 44.45 ± 2.09 |
(O + R) − NS | 45.56 ± 3.32 | 5.47 ± 0.67 | 19.16 ± 0.68 | 2.79 ± 0.19 | 2.45 ± 022 | 3.05 ± 0.32 | 35.52 ± 2.59 | 9.73 ± 1.42 | 118.15 ± 6.65 | 47.08 ± 2.74 |
(C + R) − S | 43.95 ± 5.15 | 5.54 ± 0.43 | 19.36 ± 0.79 | 2.88 ± 0.18 | 2.44 ± 0.14 | 3.19 ± 0.20 | 34.95 ± 1.82 | 10.31 ± 1.66 | 116.57 ± 5.24 | 45.85 ± 2.43 |
(C + R) − NS | 46.27 ± 3.40 | 5.48 ± 0.53 | 19.60 ± 0.69 | 3.05 ± 0.18 | 2.41 ± 0.20 | 3.12 ± 0.31 | 36.15 ± 1.37 | 11.26 ± 1.43 | 117.97 ± 7.87 | 44.58 ± 3.02 |
F − S | 38.40 ± 3.97 | 5.56 ± 0.40 | 19.70 ± 0.70 | 3.00 ± 0.27 | 2.48 ± 013 | 3.11 ± 0.20 | 36.36 ± 2.57 | 10.94 ± 1.05 | 116.94 ± 9.12 | 43.98 ± 3.41 |
F − NS | 42.96 ± 8.46 | 5.79 ± 0.37 | 19.68 ± 0.76 | 2.89 ± 0.28 | 2.43 ± 0.17 | 3.05 ± 0.36 | 30.02 ± 2.45 | 11.29 ± 1.43 | 117.74 ± 10.22 | 44.25 ± 2.49 |
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Baisch, J.S.; Grohs, M.; Ferreira, P.A.A.; Ugalde, G.A.; Tres, M.V.; Zabot, G.L. Protein and Oil Contents, Micro- and Macronutrients, and Other Quality Indicators of Soybean Cultivated in Lowland Fields. Foods 2024, 13, 3719. https://doi.org/10.3390/foods13233719
Baisch JS, Grohs M, Ferreira PAA, Ugalde GA, Tres MV, Zabot GL. Protein and Oil Contents, Micro- and Macronutrients, and Other Quality Indicators of Soybean Cultivated in Lowland Fields. Foods. 2024; 13(23):3719. https://doi.org/10.3390/foods13233719
Chicago/Turabian StyleBaisch, Jéssica Streck, Mara Grohs, Paulo Ademar Avelar Ferreira, Gustavo Andrade Ugalde, Marcus Vinícius Tres, and Giovani Leone Zabot. 2024. "Protein and Oil Contents, Micro- and Macronutrients, and Other Quality Indicators of Soybean Cultivated in Lowland Fields" Foods 13, no. 23: 3719. https://doi.org/10.3390/foods13233719
APA StyleBaisch, J. S., Grohs, M., Ferreira, P. A. A., Ugalde, G. A., Tres, M. V., & Zabot, G. L. (2024). Protein and Oil Contents, Micro- and Macronutrients, and Other Quality Indicators of Soybean Cultivated in Lowland Fields. Foods, 13(23), 3719. https://doi.org/10.3390/foods13233719