| Literature DB >> 34822525 |
Jinsong Zhang1, Yan Xu1, Taogang Hu2, Changpo Sun1,3, Wenfu Wu1,2.
Abstract
The scientific rationality of farmers' grain storage technology and equipment is crucial for the biosecurity of grain in the main grain-producing areas represented by Northeast China. In this paper, four farmer grain storage mock silos of different widths were used as a means to track an experimental cycle of grain storage. The absolute water potential of corn in all four silos at the beginning of the experiment was greater than the absolute water potential of air, prompting moisture migration from the grain interior to the air and down to about 14%. Moisture was influenced by wind direction, and moisture decreased faster with better ventilation on both sides of the grain silos. Therefore, grain silo width has a significant effect on the drying effect under naturally ventilated conditions of maize ears. This research focused on the determination and assessment of mycotoxin contamination under farmers' storage grain conditions and analyzed the effect of silo structure on the distribution of mycotoxin contamination. When the width was too large, areas of high mycotoxin infection existed in the middle of the grain silo, and ventilation and tipping could be used to reduce the risk of toxin production. This study proved that reasonable farmer grain storage techniques and devices in Northeast China can effectively protect grain from mycotoxin contamination.Entities:
Keywords: absolute water potential; contamination distribution; farmers’ grain storage silos; mycotoxins; ventilation and drying
Mesh:
Substances:
Year: 2021 PMID: 34822525 PMCID: PMC8625731 DOI: 10.3390/toxins13110741
Source DB: PubMed Journal: Toxins (Basel) ISSN: 2072-6651 Impact factor: 4.546
Average moisture change during grain storage (unit: %).
| Time | Silo 1 | Silo 2 | Silo 3 | Silo 4 |
|---|---|---|---|---|
| The second half of December | 25.40 | 24.88 | 25.27 | 24.55 |
| The first half of January | 24.75 | 24.49 | 23.97 | 23.73 |
| The second half of January | 24.10 | 23.61 | 23.06 | 22.66 |
| The first half of February | 22.37 | 21.59 | 20.95 | 20.53 |
| The second half of February | 21.19 | 20.24 | 19.53 | 18.70 |
| The first half of March | 20.66 | 19.61 | 18.48 | 18.01 |
| The second half of March | 18.36 | 16.77 | 15.53 | 16.17 |
| The first half of April | 15.06 | 13.09 | 12.01 | 13.69 |
The absolute water potential energy of corn in each silo during natural ventilation (unit: kJ/kg).
| Time | Silo 1 | Silo 2 | Silo 3 | Silo 4 |
|---|---|---|---|---|
| The second half of December | 635.37 | 637.27 | 652.04 | 647.72 |
| The first half of January | 649.13 | 652.46 | 650.66 | 650.36 |
| The second half of January | 653.21 | 655.01 | 654.25 | 652.44 |
| The first half of February | 672.39 | 667.69 | 656.38 | 670.88 |
| The second half of February | 697.12 | 698.42 | 695.99 | 693.21 |
| The first half of March | 746.15 | 747.81 | 743.61 | 744.14 |
| The second half of March | 798.69 | 791.33 | 798.22 | 792.23 |
| The first half of April | 830.02 | 814.49 | 807.11 | 827.47 |
The absolute water potential energy of air (unit: kJ/kg).
| Time | Average | Average Humidity (%) | Average Wind Speed (m/s) | Average Absolute |
|---|---|---|---|---|
| The second half of December | −11.12 | 35 | 0.22 | 619.75 |
| The first half of January | −11.21 | 33 | 0.32 | 615.21 |
| The second half of January | −10.93 | 30 | 0.33 | 614.54 |
| The first half of February | −9.50 | 28 | 0.78 | 626.48 |
| The second half of February | −7.48 | 34 | 0.76 | 661.43 |
| The first half of March | −3.11 | 37 | 0.43 | 716.78 |
| The second half of March | 1.49 | 46 | 1.14 | 783.38 |
| The first half of April | 6.38 | 33 | 1.19 | 822.14 |
| Average value | −5.69 | 34 | 0.65 | 682.46 |
Figure 1Comparison of water potential of corn in the silos with air water potential. The horizontal numbers represent months, “∧” represents the first half of the month, and “∨” represents the second half of the month.
Results of the determination of aflatoxin content in corn samples from storage silos (unit: μg/kg).
| Sample No. | AFB1 | AFB2 | Sample No. | AFB1 | AFB2 | Sample No. | AFB1 | AFB2 | Sample No. | AFB1 | AFB2 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Silo 1 | ||||||||||||
| Top | 1–1T | 0.25 ± 0.01 | / | / | / | / | / | / | / | |||
| Layer 1 | 1–1 | 0.35 ± 0.03 | / | 1–9 | 0.40 ± 0.04 | 0.05 ± 0.00 | 1–13 | 0.38 ± 0.02 | / | 1–21 | 0.32 ± 0.03 | / |
| Layer 2 | 1–2 | 0.68 ± 0.07 | 0.10 ± 0.01 | 1–10 | 0.75 ± 0.02 | 0.43 ± 0.01 | 1–14 | 0.64 ± 0.03 | 0.45 ± 0.02 | 1–22 | 0.59 ± 0.01 | / |
| Layer 3 | 1–3 | 0.86 ± 0.02 | 0.40 ± 0.04 | 1–11 | 0.95 ± 0.01 | 0.75 ± 0.03 | 1–15 | 0.90 ± 0.10 | 0.65 ± 0.05 | 1–23 | 0.85 ± 0.09 | 0.25 ± 0.01 |
| Layer 4 | 1–4 | 0.72 ± 0.06 | 0.25 ± 0.02 | 1–12 | 0.78 ± 0.00 | 0.60 ± 0.04 | 1–16 | 0.68 ± 0.02 | 0.51 ± 0.02 | 1–24 | 0.62 ± 0.08 | 0.10 ± 0.00 |
| Bottom | 1–4B | 0.48 ± 0.01 | / | 1–12B | 0.62 ± 0.01 | / | 1–16B | 0.58 ± 0.05 | / | 1–24B | 0.45 ± 0.06 | / |
| Silo 2 | ||||||||||||
| Top | 2–25T | / | / | / | / | / | / | / | / | / | / | / |
| Layer 1 | 2–25 | 0.30 ± 0.02 | / | 2–33 | 0.35 ± 0.01 | / | 2–37 | 0.32 ± 0.07 | / | 2–45 | 0.28 ± 0.00 | / |
| Layer 2 | 2–26 | 0.58 ± 0.03 | / | 2–34 | 0.63 ± 0.04 | 0.05 ± 0.01 | 2–38 | 0.57 ± 0.05 | 0.10 ± 0.02 | 2–46 | 0.51 ± 0.08 | / |
| Layer 3 | 2–27 | 0.71 ± 0.07 | 0.11 ± 0.01 | 2–35 | 0.82 ± 0.12 | 0.49 ± 0.10 | 2–39 | 0.75 ± 0.10 | 0.55 ± 0.08 | 2–47 | 0.68 ± 0.04 | 0.05 ± 0.01 |
| Layer 4 | 2–28 | 0.62 ± 0.05 | / | 2–36 | 0.67 ± 0.10 | 0.35 ± 0.06 | 2–40 | 0.65 ± 0.08 | 0.46 ± 0.10 | 2–48 | 0.60 ± 0.07 | / |
| Bottom | 2–28B | 0.48 ± 0.03 | / | 2–36B | 0.48 ± 0.06 | / | 2–40B | 0.46 ± 0.06 | / | 2–48B | 0.39 ± 0.01 | / |
| Silo 3 | ||||||||||||
| Top | 3–49T | / | / | / | / | / | / | / | / | |||
| Layer 1 | 3–49 | / | / | 3–57 | / | / | 3–61 | / | / | 3–65 | / | / |
| Layer 2 | 3–50 | 0.28 ± 0.01 | / | 3–58 | 0.55 ± 0.03 | 0.04 ± 0.00 | 3–62 | 0.49 ± 0.03 | / | 3–66 | 0.45 ± 0.04 | / |
| Layer 3 | 3–51 | 0.40 ± 0.03 | 0.11 ± 0.01 | 3–59 | 0.70 ± 0.06 | 0.35 ± 0.07 | 3–63 | 0.65 ± 0.11 | 0.25 ± 0.06 | 3–67 | 0.60 ± 0.09 | 0.05 ± 0.01 |
| Layer 4 | 3–52 | 0.32 ± 0.01 | / | 3–60 | 0.60 ± 0.04 | 0.10 ± 0.01 | 3–64 | 0.58 ± 0.09 | 0.03 ± 0.01 | 3–68 | 0.55 ± 0.04 | / |
| Bottom | 3–52B | / | / | 3–60B | 0.26 ± 0.01 | / | 3–64B | 0.24 ± 0.02 | / | 3–68B | / | / |
| Silo 4 | ||||||||||||
| Top | 4–69T | / | / | / | / | / | / | / | / | |||
| Layer 1 | 4–69 | / | / | 4–73 | / | / | 4–77 | / | / | 4–81 | / | / |
| Layer 2 | 4–70 | 0.20 ± 0.01 | / | 4–74 | 0.44 ± 0.03 | / | 4–78 | 0.36 ± 0.02 | / | 4–82 | 0.28 ± 0.02 | / |
| Layer 3 | 4–71 | 0.35 ± 0.03 | / | 4–75 | 0.50 ± 0.08 | 0.17 ± 0.01 | 4–79 | 0.45 ± 0.07 | / | 4–83 | 0.30 ± 0.02 | / |
| Layer 4 | 4–72 | 0.24 ± 0.00 | / | 4–76 | 0.34 ± 0.02 | 0.10 ± 0.00 | 4–80 | 0.28 ± 0.01 | / | 4–84 | 0.30 ± 0.03 | / |
| Bottom | 4–72B | / | / | 4–76B | / | / | 4–80B | / | / | 4–84B | / | / |
Note: “/” in the table means not detected. AFG1 and AFG2 were not detected before and after the experiment, so they are not reflected in the table.
Results of the determination of deoxynivalenol (DON) content in corn samples from grain storage silos (unit: μg/kg).
| Sample No. | DON | Sample No. | DON | Sample No. | DON | Sample No. | DON | |
|---|---|---|---|---|---|---|---|---|
| Silo 1 | ||||||||
| Top | 1–1T | 707.92 ± 0.81 | ||||||
| Layer 1 | 1–1 | 714.20 ± 3.95 | 1–9 | 718.96 ± 5.01 | 1–13 | 721.46 ± 5.83 | 1–21 | 710.68 ± 4.49 |
| Layer 2 | 1–2 | 715.46 ± 7.01 | 1–10 | 724.50 ± 8.91 | 1–14 | 733.62 ± 8.63 | 1–22 | 719.80 ± 6.61 |
| Layer 3 | 1–3 | 721.31 ± 8.56 | 1–11 | 730.81 ± 9.14 | 1–15 | 741.51 ± 7.91 | 1–23 | 727.65 ± 8.19 |
| Layer 4 | 1–4 | 718.78 ± 4.89 | 1–12 | 726.43 ± 6.01 | 1–16 | 731.63 ± 5.68 | 1–24 | 720.77 ± 6.74 |
| Bottom | 1–4B | 694.34 ± 6.90 | 1–12B | 689.85 ± 6.81 | 1–16B | 701.49 ± 7.77 | 1–24B | 705.38 ± 6.36 |
| Silo 2 | ||||||||
| Top | 2–25T | 689.30 ± 0.61 | ||||||
| Layer 1 | 2–25 | 701.68 ± 7.91 | 2–33 | 696.53 ± 6.83 | 2–37 | 690.64 ± 7.66 | 2–45 | 684.11 ± 7.80 |
| Layer 2 | 2–26 | 708.76 ± 7.89 | 2–34 | 713.54 ± 8.43 | 2–38 | 700.35 ± 8.02 | 2–46 | 695.40 ± 8.26 |
| Layer 3 | 2–27 | 715.41 ± 9.25 | 2–35 | 736.26 ± 11.05 | 2–39 | 720.50 ± 11.89 | 2–47 | 711.47 ± 11.29 |
| Layer 4 | 2–28 | 712.53 ± 10.27 | 2–36 | 722.87 ± 9.31 | 2–40 | 716.96 ± 8.96 | 2–48 | 700.84 ± 8.70 |
| Bottom | 2–28B | 684.26 ± 7.13 | 2–36B | 675.11 ± 8.31 | 2–40B | 670.24 ± 7.73 | 2–48B | 666.21 ± 7.87 |
| Silo 3 | ||||||||
| Top | 3–49T | 645.42 ± 1.71 | ||||||
| Layer 1 | 3–49 | 650.33 ± 6.11 | 3–57 | 659.22 ± 6.52 | 3–61 | 664.16 ± 5.93 | 3–65 | 653.20 ± 6.12 |
| Layer 2 | 3–50 | 657.15 ± 6.00 | 3–58 | 665.31 ± 6.85 | 3–62 | 670.20 ± 6.06 | 3–66 | 658.67 ± 5.45 |
| Layer 3 | 3–51 | 675.30 ± 8.81 | 3–59 | 685.45 ± 9.06 | 3–63 | 689.75 ± 7.88 | 3–67 | 670.76 ± 9.37 |
| Layer 4 | 3–52 | 666.47 ± 8.39 | 3–60 | 672.91 ± 8.15 | 3–64 | 680.03 ± 9.05 | 3–68 | 660.36 ± 8.29 |
| Bottom | 3–52B | 620.94 ± 5.96 | 3–60B | 629.47 ± 6.69 | 3–64B | 630.15 ± 7.75 | 3–68B | 616.23 ± 6.60 |
| Silo 4 | ||||||||
| Top | 4–69T | 620.44 ± 0.77 | ||||||
| Layer 1 | 4–69 | 653.02 ± 9.97 | 4–73 | 661.33 ± 12.16 | 4–77 | 641.42 ± 9.33 | 4–81 | 638.37 ± 10.54 |
| Layer 2 | 4–70 | 655.41 ± 12.03 | 4–74 | 669.23 ± 11.85 | 4–78 | 649.75 ± 12.61 | 4–82 | 640.14 ± 12.19 |
| Layer 3 | 4–71 | 660.44 ± 13.17 | 4–75 | 680.35 ± 11.99 | 4–79 | 670.99 ± 13.93 | 4–83 | 650.15 ± 13.15 |
| Layer 4 | 4–72 | 658.86 ± 12.77 | 4–76 | 674.36 ± 13.72 | 4–80 | 650.65 ± 13.28 | 4–84 | 642.82 ± 14.11 |
| Bottom | 4–72B | 618.29 ± 7.81 | 4–76B | 611.82 ± 6.58 | 4–80B | 607.10 ± 7.99 | 4–84B | 600.33 ± 7.62 |
Results of the determination of zearalenone (ZEN) content in corn samples from grain storage silos (unit: μg/kg).
| Sample No. | ZEN | Sample No. | ZEN | Sample No. | ZEN | Sample No. | ZEN | |
|---|---|---|---|---|---|---|---|---|
| Silo 1 | ||||||||
| Top | 1–1T | 36.61 ± 1.24 | ||||||
| Layer 1 | 1–1 | 37.32 ± 0.08 | 1–9 | 37.35 ± 0.26 | 1–13 | 36.93 ± 0.22 | 1–21 | 37.22 ± 0.20 |
| Layer 2 | 1–2 | 39.34 ± 2.13 | 1–10 | 43.45 ± 1.99 | 1–14 | 42.45 ± 1.37 | 1–22 | 41.21 ± 1.75 |
| Layer 3 | 1–3 | 40.12 ± 3.01 | 1–11 | 47.09 ± 4.25 | 1–15 | 46.11 ± 3.93 | 1–23 | 40.25 ± 3.65 |
| Layer 4 | 1–4 | 38.28 ± 0.41 | 1–12 | 39.00 ± 0.72 | 1–16 | 38.75 ± 0.43 | 1–24 | 37.78 ± 0.72 |
| Bottom | 1–4B | 36.30 ± 0.66 | 1–12B | 37.46 ± 1.07 | 1–16B | 36.67 ± 0.56 | 1–24B | 35.48 ± 0.91 |
| Silo 2 | ||||||||
| Top | 2–25T | 34.41 ± 2.03 | ||||||
| Layer 1 | 2–25 | 34.32 ± 0.63 | 2–33 | 35.21 ± 0.46 | 2–37 | 34.89 ± 0.49 | 2–45 | 34.08 ± 0.46 |
| Layer 2 | 2–26 | 35.27 ± 0.74 | 2–34 | 36.38 ± 0.57 | 2–38 | 35.88 ± 0.65 | 2–46 | 34.98 ± 0.56 |
| Layer 3 | 2–27 | 37.94 ± 3.06 | 2–35 | 42.11 ± 2.69 | 2–39 | 38.67 ± 2.08 | 2–47 | 36.45 ± 1.69 |
| Layer 4 | 2–28 | 35.40 ± 1.81 | 2–36 | 38.24 ± 0.94 | 2–40 | 36.42 ± 1.26 | 2–48 | 35.11 ± 1.59 |
| Bottom | 2–28B | 33.09 ± 0.01 | 2–36B | 33.04 ± 0.02 | 2–40B | 32.67 ± 0.01 | 2–48B | 32.23 ± 0.03 |
| Silo 3 | ||||||||
| Top | 3–49T | 33.34 ± 0.98 | ||||||
| Layer 1 | 3–49 | 34.67 ± 0.44 | 3–57 | 34.22 ± 0.31 | 3–61 | 34.55 ± 0.39 | 3–65 | 33.80 ± 0.42 |
| Layer 2 | 3–50 | 35.10 ± 1.03 | 3–58 | 36.67 ± 0.88 | 3–62 | 36.17 ± 0.93 | 3–66 | 34.63 ± 1.04 |
| Layer 3 | 3–51 | 35.15 ± 2.77 | 3–59 | 40.03 ± 3.07 | 3–63 | 38.14 ± 1.53 | 3–67 | 35.34 ± 2.07 |
| Layer 4 | 3–52 | 34.86 ± 2.37 | 3–60 | 38.81 ± 2.49 | 3–64 | 36.70 ± 1.83 | 3–68 | 34.22 ± 1.63 |
| Bottom | 3–52B | 33.10 ± 0.41 | 3–60B | 33.45 ± 0.19 | 3–64B | 33.44 ± 0.32 | 3–68B | 32.91 ± 0.20 |
| Silo 4 | ||||||||
| Top | 4–69T | 31.56 ± 1.01 | ||||||
| Layer 1 | 4–69 | 31.06 ± 0.51 | 4–73 | 31.78 ± 0.39 | 4–77 | 32.01 ± 0.49 | 4–81 | 31.21 ± 0.53 |
| Layer 2 | 4–70 | 31.91 ± 1.01 | 4–74 | 33.85 ± 2.03 | 4–78 | 32.93 ± 0.68 | 4–82 | 31.50 ± 0.40 |
| Layer 3 | 4–71 | 32.72 ± 1.89 | 4–75 | 35.81 ± 2.07 | 4–79 | 36.05 ± 1.33 | 4–83 | 32.22 ± 2.71 |
| Layer 4 | 4–72 | 32.15 ± 1.65 | 4–76 | 34.62 ± 1.09 | 4–80 | 34.38 ± 2.05 | 4–84 | 31.83 ± 1.13 |
| Bottom | 4–72B | 30.45 ± 0.72 | 4–76B | 31.74 ± 0.57 | 4–80B | 30.78 ± 0.62 | 4–84B | 30.09 ± 0.81 |
Average aflatoxin levels in each layer of grain storage silos (unit: μg/kg).
| Silo 1 | Silo 2 | Silo 3 | Silo 4 | |
|---|---|---|---|---|
| Top | 0.06 ± 0.01 | 0 | 0 | 0 |
| Layer 1 | 0.38 ± 0.03 | 0.31 ± 0.01 | 0 | 0 |
| Layer 2 | 0.88 ± 0.07 | 0.61 ± 0.05 | 0.45 ± 0.03 | 0.32 ± 0.02 |
| Layer 3 | 1.40 ± 0.09 | 1.04 ± 0.11 | 0.78 ± 0.11 | 0.44 ± 0.05 |
| Layer 4 | 1.07 ± 0.07 | 0.85 ± 0.09 | 0.55 ± 0.05 | 0.32 ± 0.02 |
| Bottom | 0.53 ± 0.03 | 0.45 ± 0.03 | 0.13 ± 0.01 | 0 |
Levels of aflatoxin in each column of the grain storage silos (unit: μg/kg).
| Silo 1 | Silo 2 | Silo 3 | Silo 4 | |
|---|---|---|---|---|
| West 1 column | 0.45 ± 0.03 | 0.31 ± 0.02 | 0.12 ± 0.01 | 0.09 ± 0.01 |
| West 2 column | 0.59 ± 0.02 | 0.43 ± 0.06 | 0.29 ± 0.03 | 0.17 ± 0.02 |
| West 3 column | 0.60 ± 0.04 | 0.48 ± 0.07 | 0.28 ± 0.04 | 0.14 ± 0.01 |
| West 4 column | 0.45 ± 0.04 | 0.36 ± 0.03 | 0.24 ± 0.03 | 0.13 ± 0.01 |
Figure 2Aflatoxin contents of samples from different locations of grain storage silos.
The average contents of aflatoxin in each storage silo and the ratio of difference with the content in silo 1.
| Indicators | Silo 1 | Silo 2 | Silo 3 | Silo 4 |
|---|---|---|---|---|
| Toxin content (μg/kg) | 0.36 ± 0.02a | 0.27 ± 0.03b | 0.16 ± 0.02c | 0.09 ± 0.01d |
| Ratio of difference (%) | 0 | 25.14 | 56.08 | 75.14 |
Note: The differences between the values with different letters in the same row are significant (p < 0.05).
Average deoxynivalenol levels in each layer of grain storage silos (unit: μg/kg).
| Silo 1 | Silo 2 | Silo 3 | Silo 4 | |
|---|---|---|---|---|
| Top | 707.92 ± 0.81 | 689.30 ± 0.61 | 645.42 ± 1.71 | 620.44 ± 0.77 |
| Layer 1 | 716.33 ± 4.82 | 693.24 ± 7.55 | 656.73 ± 6.17 | 648.54 ± 10.50 |
| Layer 2 | 723.35 ± 7.79 | 704.51 ± 8.15 | 662.83 ± 6.09 | 653.63 ± 12.17 |
| Layer 3 | 730.32 ± 8.45 | 720.91 ± 10.87 | 680.32 ± 8.78 | 665.48 ± 13.06 |
| Layer 4 | 724.40 ± 5.83 | 713.30 ± 9.31 | 669.94 ± 8.47 | 656.67 ± 13.47 |
| Bottom | 697.77 ± 6.96 | 673.96 ± 7.76 | 624.20 ± 6.75 | 609.39 ± 7.50 |
Contents of deoxynivalenol in each column of the grain storage silos (unit: μg/kg).
| Silo 1 | Silo 2 | Silo 3 | Silo 4 | |
|---|---|---|---|---|
| West 1 column | 712.00 ± 5.35 | 700.82 ± 7.18 | 652.60 ± 6.16 | 644.41 ± 9.51 |
| West 2 column | 718.11 ± 7.18 | 708.86 ± 8.79 | 663.98 ± 5.96 | 659.42 ± 11.26 |
| West 3 column | 725.94 ± 7.16 | 699.74 ± 8.85 | 667.36 ± 6.84 | 643.98 ± 11.43 |
| West 4 column | 716.86 ± 6.48 | 691.61 ± 8.79 | 651.84 ± 7.16 | 634.46 ± 11.42 |
Figure 3Deoxynivalenol contents of samples from different locations of grain storage silos.
The average contents of deoxynivalenol in each storage silo and the ratio of difference with the content in silo 1.
| Indicators | Silo 1 | Silo 2 | Silo 3 | Silo 4 |
|---|---|---|---|---|
| Toxin content (μg/kg) | 717.91 ± 12.95a | 700.63 ± 18.31a | 658.10 ± 20.25b | 645.42 ± 22.68b |
| Ratio of difference (%) | 0 | 2.12 | 8.23 | 10.05 |
Note: The differences between the values with different letters in the same row are significant (p < 0.05).
Average zearalenone contents in each layer of grain storage silos (unit: μg/kg).
| Silo 1 | Silo 2 | Silo 3 | Silo 4 | |
|---|---|---|---|---|
| Top | 36.61 ± 1.24 | 34.41 ± 2.03 | 33.34 ± 0.98 | 31.56 ± 1.01 |
| Layer 1 | 37.21 ± 0.19 | 34.63 ± 0.51 | 34.31 ± 0.39 | 31.52 ± 0.48 |
| Layer 2 | 41.61 ± 1.81 | 35.63 ± 0.63 | 35.64 ± 0.97 | 32.55 ± 1.03 |
| Layer 3 | 43.39 ± 3.71 | 38.79 ± 2.38 | 37.17 ± 2.36 | 34.20 ± 2.00 |
| Layer 4 | 38.45 ± 0.57 | 36.29 ± 1.40 | 36.15 ± 2.08 | 33.25 ± 1.48 |
| Bottom | 36.48 ± 0.80 | 32.76 ± 0.36 | 33.23 ± 0.28 | 30.77 ± 0.68 |
Contents of zearalenone in each column of the grain storage silos (unit: μg/kg).
| Silo 1 | Silo 2 | Silo 3 | Silo 4 | |
|---|---|---|---|---|
| West 1 column | 38.00 ± 1.25 | 35.07 ± 1.38 | 34.37 ± 1.33 | 31.64 ± 1.13 |
| West 2 column | 40.87 ± 1.66 | 37.00 ± 0.94 | 36.64 ± 1.39 | 33.56 ± 1.23 |
| West 3 column | 40.18 ± 1.30 | 35.71 ± 0.90 | 35.80 ± 1.00 | 33.23 ± 1.03 |
| West 4 column | 38.39 ± 1.45 | 34.60 ± 0.90 | 34.18 ± 1.07 | 31.37 ± 1.12 |
Figure 4Zearalenone contents of samples from different locations of grain storage silos.
The average contents of zearalenone in each storage silo and the ratio of difference with the content in silo 1.
| Indicators | Silo 1 | Silo 2 | Silo 3 | Silo 4 |
|---|---|---|---|---|
| Toxin content (μg/kg) | 38.96 ± 3.18a | 35.42 ± 2.29ab | 34.97 ± 1.93ab | 32.31 ± 1.64b |
| Ratio of difference (%) | 0 | 9.62 | 10.48 | 17.68 |
Note: The differences between the values with different letters in the same row are significant (p < 0.05).
The rate of corn mold in the silo at the time of leaving the warehouse (unit: %).
| Silo 1 | Silo 2 | Silo 3 | Silo 4 | |
|---|---|---|---|---|
| Maximum value | 0.387 | 0.547 | 0.143 | 0.248 |
| Minimum value | 0 | 0.009 | 0 | 0 |
| Difference | 0.387 | 0.539 | 0.143 | 0.248 |
| Average value | 0.088 | 0.125 | 0.053 | 0.062 |
Values of the accumulated temperature obtained by temperature sensors at different points in grain storage silo 1 (unit: °C).
| Sample No. | Accumulated Temperature | Sample No. | Accumulated Temperature | Sample No. | Accumulated Temperature | Sample No. | Accumulated Temperature | Sample No. | Accumulated Temperature | Sample No. | Accumulated Temperature |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | −2013.1 | 5 | −2012.4 | 9 | −2000.3 | 13 | −2064.0 | 17 | −2164.6 | 21 | −2142.7 |
| 2 | −2137.6 | 6 | −2120.6 | 10 | −2084.8 | 14 | −2104.3 | 18 | −2253.9 | 22 | −2279.4 |
| 3 | −2271.6 | 7 | −2217.7 | 11 | −2181.7 | 15 | −2166.0 | 19 | −2157.4 | 23 | −2203.9 |
| 4 | −2328.7 | 8 | −2310.5 | 12 | −2225.6 | 16 | −2258.9 | 20 | −2283.6 | 24 | −2268.7 |
Values of the accumulated temperature obtained by temperature sensors at different points in grain storage silo 2 (unit: °C).
| Sample No. | Accumulated Temperature | Sample No. | Accumulated Temperature | Sample No. | Accumulated Temperature | Sample No. | Accumulated Temperature | Sample No. | Accumulated Temperature | Sample No. | Accumulated Temperature |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 25 | −2026.5 | 29 | −2035.6 | 33 | −2028.0 | 37 | −2034.9 | 41 | −2084.3 | 45 | −2149.3 |
| 26 | −2127.9 | 30 | −2119.7 | 34 | −2117.9 | 38 | −2073.3 | 42 | −2115.1 | 46 | −2106.7 |
| 27 | −2216.3 | 31 | −2194.1 | 35 | −2137.6 | 39 | −2166.4 | 43 | −2112.7 | 47 | −2180.3 |
| 28 | −2252.9 | 32 | −2232.4 | 36 | −2244.1 | 40 | −2209.1 | 44 | −2179.2 | 48 | −2197.7 |
Values of the accumulated temperature obtained by temperature sensors at different points in grain storage silo 3 (unit: °C).
| Sample No. | Accumulated Temperature | Sample No. | Accumulated Temperature | Sample No. | Accumulated Temperature | Sample No. | Accumulated Temperature | Sample No. | Accumulated Temperature |
|---|---|---|---|---|---|---|---|---|---|
| 49 | −2139.4 | 53 | −2018.4 | 57 | −1981.6 | 61 | −2019.6 | 65 | −2052.8 |
| 50 | −2139.1 | 54 | −2111.2 | 58 | −2110.1 | 62 | −2091.2 | 66 | −2061.8 |
| 51 | −2169.0 | 55 | −2174.4 | 59 | −2152.3 | 63 | −2134.7 | 67 | −2217.1 |
| 52 | −2263.8 | 56 | −2244.4 | 60 | −2173.0 | 64 | −2160.6 | 68 | −2043.5 |
Values of the accumulated temperature obtained by temperature sensors at different points in grain storage silo 4 (unit: °C).
| Sample No. | Accumulated Temperature | Sample No. | Accumulated temperature | Sample No. | Accumulated Temperature | Sample No. | Accumulated Temperature |
|---|---|---|---|---|---|---|---|
| 69 | −2045.7 | 73 | −2045.2 | 77 | −2036.2 | 81 | −2065.8 |
| 70 | −2185.1 | 74 | −2159.9 | 78 | −2146.4 | 82 | −2045.1 |
| 71 | −2207.1 | 75 | −2178.1 | 79 | −2134.7 | 83 | −2096.7 |
| 72 | −2249.6 | 76 | −2205.5 | 80 | −2201.1 | 84 | −2135.5 |
Figure 5Sensor distribution in grain storage silos (84 temperature sensors labeled 1–84 in four silos).
Figure 6Natural ventilation corn ear storage silos. (A) Rectungular steel mesh facing east; (B) Rectungular steel mesh facing west.
Summary of the method validation.
| Mycotoxin a | AFB1 | AFB2 | AFG1 | AFG2 | ZEN | DON |
|---|---|---|---|---|---|---|
| Coefficient of correlation (R2) | 0.999 | 0.999 | 1.000 | 0.999 | 0.999 | 0.999 |
| Range (ng/mL) | 0.1–40 | 0.03–12 | 0.1–40 | 0.03–12 | 10–500 | 100–5000 |
| Spiked level (μg/kg) | 10 | 10 | 10 | 10 | 30.0 | 300.0 |
| Recovery (%) | 93.7 | 105.3 | 96.9 | 101.1 | 97.5 | 96.6 |
| RSD (%) * | 10.2 | 17.8 | 11.4 | 16.1 | 2.7 | 2.2 |
| LOD (μg/kg) | 0.03 | 0.01 | 0.03 | 0.01 | 5 | 100 |
| LOQ (μg/kg) | 0.1 | 0.03 | 0.1 | 0.03 | 17 | 200 |
Note: a AFB1, AFB2, AFG1, AFG2: aflatoxins B1, B2, G1, and G2; ZEN: zearalenone; DON: deoxynivalenol. RSD: relative standard deviation; LOD: limit of detection; LOQ: limit of quantification. * This value was calculated from 3 replicates of mycotoxin analysis.