An Analysis of Selected Physical Properties of Ancient Wheat Species
Abstract
:1. Introduction
2. Materials and Methods
3. Results and Discussion
- thickness—from 2.06 (einkorn) to 5.58 (einkorn);
- width—from 1.91 (spelt) to 7.21 (spelt);
- length—from 8.52 (spelt) to 18.48 (spelt).
- thickness—from 0.95 (emmer) to 3.83 (spelt);
- width—from 1.10 (emmer) to 4.13 (spelt);
- length—from 1.93 (emmer) to 11.99 (spelt).
4. Conclusions
- The kernels and spikelets of ancient wheats are characterized by similar coefficients of variation in the analyzed physical properties, and they differ most considerably in mass.
- The most correlated physical properties of ancient wheat spikelets were width and mass in spelt and emmer, and length and width in einkorn. Ancient wheat kernels were most highly correlated in terms of mass and thickness. The observed correlations can be used to plan cleaning and sorting operations in ancient wheats.
- The kernels of ancient wheats are difficult to husk; therefore, further research is required to optimize the threshing process.
Acknowledgments
Author Contributions
Conflicts of Interest
Abbreviations
Dg | geometric mean diameter, (mm) |
m | mass, (mg) |
mD | mass per unit area, (g∙m−1) |
R | aspect ratio, (%) |
S | standard deviation of a trait, |
T, W, L | thickness, width, length, (mm) |
Vs | coefficient of variation of a trait, (%) |
X, xmax, xmin | mean, maximum and minimum value of a trait, |
γs | angle of external friction on steel, (°) |
γp | angle of external friction on PVC, (°) |
Φ | sphericity index, (%) |
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Species | Physical Property/Indicator | Spikelets | Kernels | ||||||||
---|---|---|---|---|---|---|---|---|---|---|---|
xmin | xmax | X | S | Vs | xmin | xmax | X | S | Vs | ||
Spelt | T | 2.74 | 5.25 | 3.72 | 0.433 | 11.64 | 1.47 | 3.83 | 2.67 | 0.272 | 10.20 |
W | 1.91 | 7.21 | 4.88 | 0.991 | 20.30 | 1.43 | 4.13 | 3.16 | 0.291 | 9.20 | |
L | 8.52 | 18.48 | 11.57 | 1.675 | 14.48 | 2.31 | 10.54 | 8.35 | 0.843 | 10.10 | |
m | 40.80 | 193.20 | 95.29 | 31.006 | 32.54 | 10.10 | 64.40 | 42.93 | 9.336 | 21.75 | |
γs | 8.78 | 25.00 | 17.09 | 2.778 | 16.25 | 0.00 | 28.00 | 20.07 | 2.075 | 10.34 | |
γp | 7.68 | 29.00 | 16.49 | 4.168 | 25.27 | 0.00 | 33.00 | 24.58 | 2.742 | 11.16 | |
Dg | 3.90 | 7.59 | 5.92 | 0.738 | 12.47 | 2.65 | 4.89 | 4.12 | 0.342 | 8.29 | |
R | 20.43 | 59.47 | 42.27 | 7.027 | 16.63 | 14.27 | 132.47 | 38.32 | 7.388 | 19.28 | |
Φ | 39.28 | 62.10 | 51.40 | 4.055 | 7.89 | 35.04 | 114.82 | 49.71 | 5.471 | 11.01 | |
mD | 7.38 | 27.82 | 15.89 | 4.121 | 25.93 | 2.94 | 18.34 | 10.32 | 1.701 | 16.48 | |
Emmer | T | 2.12 | 4.10 | 3.02 | 0.354 | 11.71 | 0.95 | 3.00 | 2.35 | 0.231 | 9.82 |
W | 3.22 | 6.88 | 4.64 | 0.688 | 14.82 | 1.10 | 3.68 | 2.49 | 0.322 | 12.93 | |
L | 8.63 | 15.99 | 12.09 | 1.357 | 11.23 | 1.93 | 11.99 | 7.29 | 0.710 | 9.75 | |
m | 16.40 | 147.90 | 63.84 | 22.426 | 35.13 | 2.90 | 50.20 | 27.26 | 6.893 | 25.29 | |
γs | 15.00 | 34.00 | 23.81 | 4.299 | 18.06 | 17.00 | 34.00 | 23.80 | 3.039 | 12.77 | |
γp | 19.00 | 41.00 | 28.33 | 4.175 | 14.74 | 22.00 | 37.00 | 28.61 | 3.323 | 11.61 | |
Dg | 4.01 | 7.61 | 5.53 | 0.637 | 11.52 | 1.62 | 4.41 | 3.49 | 0.325 | 9.32 | |
R | 20.59 | 54.47 | 38.44 | 4.212 | 10.96 | 18.43 | 119.69 | 34.38 | 5.826 | 16.95 | |
Φ | 31.89 | 55.82 | 45.80 | 2.760 | 6.03 | 32.77 | 110.74 | 48.06 | 4.461 | 9.28 | |
mD | 3.49 | 19.44 | 11.26 | 2.915 | 25.89 | 1.46 | 11.67 | 7.72 | 1.392 | 18.04 | |
Einkorn | T | 2.06 | 5.58 | 2.61 | 0.285 | 10.91 | 1.33 | 3.37 | 2.28 | 0.274 | 12.04 |
W | 2.68 | 5.16 | 3.82 | 0.418 | 10.96 | 1.63 | 4.73 | 3.04 | 0.409 | 13.45 | |
L | 9.11 | 14.82 | 11.68 | 0.865 | 7.41 | 2.05 | 10.50 | 7.45 | 0.699 | 9.38 | |
m | 26.90 | 82.00 | 47.14 | 10.685 | 22.67 | 11.80 | 49.60 | 31.94 | 6.181 | 19.35 | |
γs | 17.00 | 33.00 | 23.97 | 3.391 | 14.15 | 17.00 | 34.00 | 24.06 | 3.585 | 14.90 | |
γp | 19.00 | 36.00 | 27.36 | 3.506 | 12.81 | 17.00 | 34.00 | 24.02 | 3.464 | 14.42 | |
Dg | 4.10 | 6.12 | 4.87 | 0.365 | 7.50 | 2.27 | 4.48 | 3.71 | 0.293 | 7.91 | |
R | 21.07 | 43.21 | 32.70 | 2.753 | 8.42 | 21.01 | 142.93 | 41.39 | 9.526 | 23.01 | |
Φ | 36.35 | 55.36 | 41.77 | 2.029 | 4.86 | 38.39 | 110.97 | 50.13 | 5.760 | 11.49 | |
mD | 6.46 | 14.43 | 9.58 | 1.477 | 15.41 | 4.04 | 12.86 | 8.56 | 1.256 | 14.67 |
Species | Physical Property/Indicator | T | W | L | m | γs | γp | Dg | R | Φ | mD |
---|---|---|---|---|---|---|---|---|---|---|---|
Spelt | T | 1.000 | 0.331 | 0.343 | 0.537 | −0.367 | −0.234 | 0.635 | 0.127 | 0.366 | 0.370 |
W | 1.000 | 0.587 | 0.649 | 0.102 | 0.333 | 0.884 | 0.756 | 0.352 | 0.421 | ||
L | 1.000 | 0.452 | 0.097 | 0.239 | 0.808 | −0.074 | −0.453 | 0.200 | |||
m | 1.000 | −0.204 | −0.081 | 0.705 | 0.428 | 0.291 | 0.937 | ||||
γs | 1.000 | 0.595 | −0.030 | 0.040 | −0.206 | −0.224 | |||||
γp | 0.193 | 0.205 | −0.110 | −0.179 | |||||||
Dg | 1.000 | 0.437 | 0.150 | 0.430 | |||||||
R | 1.000 | 0.803 | 0.355 | ||||||||
Φ | 1.000 | 0.302 | |||||||||
mD | 1.000 | ||||||||||
Emmer | T | 1.000 | 0.818 | 0.704 | 0.874 | −0.266 | −0.142 | 0.922 | 0.388 | 0.451 | 0.817 |
W | 1.000 | 0.696 | 0.928 | −0.195 | −0.143 | 0.937 | 0.650 | 0.497 | 0.890 | ||
L | 1.000 | 0.716 | −0.185 | −0.092 | 0.864 | −0.083 | −0.216 | 0.614 | |||
m | 1.000 | −0.214 | −0.209 | 0.932 | 0.527 | 0.447 | 0.981 | ||||
γs | 1.000 | 0.093 | −0.234 | −0.081 | −0.109 | −0.198 | |||||
γp | 1.000 | −0.138 | −0.114 | −0.107 | −0.233 | ||||||
Dg | 1.000 | 0.386 | 0.299 | 0.863 | |||||||
R | 1.000 | 0.923 | 0.588 | ||||||||
Φ | 1.000 | 0.513 | |||||||||
mD | 1.000 | ||||||||||
Einkorn | T | 1.000 | 0.711 | 0.832 | 0.579 | −0.160 | −0.149 | 0.920 | 0.312 | 0.982 | 0.435 |
W | 1.000 | 0.607 | 0.320 | −0.200 | −0.080 | 0.782 | −0.322 | 0.649 | −0.085 | ||
L | 1.000 | 0.337 | −0.128 | −0.111 | 0.852 | 0.360 | 0.774 | 0.738 | |||
m | 1.000 | −0.111 | −0.136 | 0.708 | 0.609 | 0.506 | 0.149 | ||||
γs | 1.000 | −0.049 | −0.186 | 0.018 | −0.145 | 0.010 | |||||
γp | 1.000 | −0.140 | −0.093 | −0.149 | −0.073 | ||||||
Dg | 1.000 | 0.337 | 0.841 | 0.404 | |||||||
R | 1.000 | 0.285 | 0.723 | ||||||||
Φ | 1.000 | 0.417 | |||||||||
mD | 1.000 |
Species | Physical Property/Indicator | T | W | L | m | γs | γp | Dg | R | Φ | mD |
---|---|---|---|---|---|---|---|---|---|---|---|
Spelt | T | 1.000 | 0.665 | 0.398 | 0.821 | −0.189 | −0.050 | 0.815 | 0.120 | 0.270 | 0.746 |
W | 1.000 | 0.438 | 0.778 | −0.109 | 0.056 | 0.838 | 0.239 | 0.229 | 0.644 | ||
L | 1.000 | 0.584 | 0.005 | 0.126 | 0.785 | −0.663 | −0.660 | 0.367 | |||
m | 1.000 | −0.102 | 0.052 | 0.864 | 0.061 | 0.118 | 0.947 | ||||
γs | 1.000 | 0.232 | −0.114 | −0.074 | −0.110 | −0.085 | |||||
γp | 1.000 | 0.062 | −0.101 | −0.128 | 0.030 | ||||||
Dg | 1.000 | −0.206 | −0.147 | 0.670 | |||||||
R | 1.000 | 0.974 | 0.248 | ||||||||
Φ | 1.000 | 0.303 | |||||||||
mD | 1.000 | ||||||||||
Emmer | T | 1.000 | 0.626 | 0.473 | 0.850 | −0.139 | −0.252 | 0.813 | 0.184 | 0.296 | 0.812 |
W | 1.000 | 0.551 | 0.803 | −0.037 | −0.082 | 0.889 | 0.424 | 0.274 | 0.700 | ||
L | 1.000 | 0.617 | 0.078 | −0.136 | 0.799 | −0.400 | −0.509 | 0.469 | |||
m | 1.000 | −0.044 | −0.149 | 0.896 | 0.233 | 0.214 | 0.966 | ||||
γs | 1.000 | 0.061 | −0.034 | −0.095 | −0.142 | −0.043 | |||||
γp | 1.000 | −0.178 | 0.016 | −0.048 | −0.180 | ||||||
Dg | 1.000 | 0.080 | 0.011 | 0.773 | |||||||
R | 1.000 | 0.944 | 0.326 | ||||||||
Φ | 1.000 | 0.331 | |||||||||
mD | 1.000 | ||||||||||
Einkorn | T | 1.000 | 0.081 | 0.179 | 0.591 | −0.104 | −0.158 | 0.601 | −0.050 | 0.245 | 0.464 |
W | 1.000 | 0.195 | 0.589 | −0.066 | −0.016 | 0.708 | 0.509 | 0.338 | 0.403 | ||
L | 1.000 | 0.416 | −0.050 | −0.082 | 0.651 | −0.621 | −0.696 | 0.165 | |||
m | 1.000 | −0.103 | −0.104 | 0.797 | 0.165 | 0.200 | 0.917 | ||||
γs | 1.000 | 0.075 | −0.118 | 0.020 | −0.005 | −0.075 | |||||
γp | 1.000 | −0.120 | 0.017 | −0.022 | −0.083 | ||||||
Dg | 1.000 | −0.042 | −0.030 | 0.500 | |||||||
R | 1.000 | 0.930 | 0.303 | ||||||||
Φ | 1.000 | 0.344 | |||||||||
mD | 1.000 |
Thickness T (Kruskal–Wallis Test) | |||
H (2, N = 900) = 600.1485; p = 0.0000 | |||
Species | Probability of multiple comparisons | ||
Spelt | Emmer | Einkorn | |
R = 719.49 | R = 431.43 | R = 200.58 | |
Spelt | - | 0.000000 | 0.000000 |
Emmer | 0.000000 | - | 0.000000 |
Einkorn | 0.000000 | 0.000000 | - |
Width W (Kruskal–Wallis test) | |||
H (2, N = 900) = 251.4257; p = 0.0000 | |||
Species | Probability of multiple comparisons | ||
Spelt | Emmer | Einkorn | |
R = 574.52 | R = 518.03 | R = 258.95 | |
Spelt | - | 0.023366 | 0.000000 |
Emmer | 0.023366 | - | 0.000000 |
Einkorn | 0.000000 | 0.000000 | - |
Length L (Kruskal–Wallis test) | |||
H (2, N = 900) = 36.9749; p = 0.0000 | |||
Species | Probability of multiple comparisons | ||
Spelt | Emmer | Einkorn | |
R = 393.92 | R = 520.78 | R = 436 | |
Spelt | - | 0.000000 | 0.129971 |
Emmer | 0.000000 | - | 0.000228 |
Einkorn | 0.129971 | 0.000228 | - |
Mass m (Kruskal–Wallis test) | |||
H (2, N = 900) = 391.3057; p = 0.0000 | |||
Species | Probability of multiple comparisons | ||
Spelt | Emmer | Einkorn | |
R = 666.55 | R = 437.68 | R = 247.28 | |
Spelt | - | 0.000000 | 0.000000 |
Emmer | 0.000000 | - | 0.000000 |
Einkorn | 0.000000 | 0.000000 | - |
Angle of external friction on steel γs (Kruskal–Wallis test) | |||
H (2, N = 900) = 445.4547; p = 0.0000 | |||
Species | Probability of multiple comparisons | ||
Spelt | Emmer | Einkorn | |
R = 192.68 | R = 567.28 | R = 591.53 | |
Spelt | - | 0.759712 | 0.000000 |
Emmer | 0.759712 | - | 0.000000 |
Einkorn | 0.000000 | 0.000000 | - |
Angle of external friction on PVC γp (Kruskal–Wallis test) | |||
H (2, N = 900) = 528.3836; p = 0.000 | |||
Species | Probability of multiple comparisons | ||
Spelt | Emmer | Einkorn | |
R = 170.76 | R = 608.20 | R = 572.54 | |
Spelt | - | 0.000000 | 0.000000 |
Emmer | 0.000000 | - | 0.278862 |
Einkorn | 0.000000 | 0.278862 | - |
Geometric mean diameter Dg (Kruskal–Wallis test) | |||
H (2, N = 900) = 323.1927; p = 0.000 | |||
Species | Probability of multiple comparisons | ||
Spelt | Emmer | Einkorn | |
R = 613.87 | R = 496.80 | R = 240.82 | |
Spelt | - | 0.000000 | 0.000000 |
Emmer | 0.000000 | - | 0.000000 |
Einkorn | 0.000000 | 0.000000 | - |
Aspect ratio R (Kruskal–Wallis test) | |||
H (2, N = 900) = 399.2394; p = 0.000 | |||
Species | Probability of multiple comparisons | ||
Spelt | Emmer | Einkorn | |
R = 625.82 | R = 510.87 | R = 214.81 | |
Spelt | - | 0.000000 | 0.000000 |
Emmer | 0.000000 | - | 0.000000 |
Einkorn | 0.000000 | 0.000000 | - |
Sphericity index Φ (Kruskal–Wallis test) | |||
H (2, N = 900) = 584.7465; p = 0.000 | |||
Species | Probability of multiple comparisons | ||
Spelt | Emmer | Einkorn | |
R = 702.42 | R = 459.67 | R = 189.41 | |
Spelt | - | 0.000000 | 0.000000 |
Emmer | 0.000000 | - | 0.000000 |
Einkorn | 0.000000 | 0.000000 | - |
Mass per unit area mD (Kruskal–Wallis test) | |||
H (2, N = 900) = 382.2566; p = 0.000 | |||
Species | Probability of multiple comparisons | ||
Spelt | Emmer | Einkorn | |
R = 671.41 | R = 420.37 | R = 259.72 | |
Spelt | - | 0.000000 | 0.000000 |
Emmer | 0.000000 | - | 0.000000 |
Einkorn | 0.000000 | 0.000000 | - |
Thickness T (Kruskal–Wallis Test) | |||
H (2, N = 1460) = 495.6762; p = 0.0000 | |||
Species | Probability of multiple comparisons | ||
Spelt | Emmer | Einkorn | |
R = 1028.2 | R = 579.38 | R = 463.66 | |
Spelt | - | 0.000000 | 0.000000 |
Emmer | 0.000000 | - | 0.000215 |
Einkorn | 0.000000 | 0.000215 | - |
Width W (Kruskal–Wallis test) | |||
H (2, N = 1460) = 694.2800; p = 0.0000 | |||
Species | Probability of multiple comparisons | ||
Spelt | Emmer | Einkorn | |
R = 993.89 | R = 354.12 | R = 874.37 | |
Spelt | - | 0.000000 | 0.000095 |
Emmer | 0.000000 | - | 0.000000 |
Einkorn | 0.000095 | 0.000000 | - |
Length L (Kruskal–Wallis test) | |||
H (2, N = 1460) = 615.7204; p = 0.0000 | |||
Species | Probability of multiple comparisons | ||
Spelt | Emmer | Einkorn | |
R = 1064.40 | R = 471.03 | R = 572.04 | |
Spelt | - | 0.000000 | 0.000000 |
Emmer | 0.000000 | - | 0.001585 |
Einkorn | 0.000000 | 0.001585 | - |
Mass m (Kruskal–Wallis test) | |||
H (2, N = 1460) = 679.7536; p = 0.0000 | |||
Species | Probability of multiple comparisons | ||
Spelt | Emmer | Einkorn | |
R = 1070.20 | R = 422.31 | R = 638.61 | |
Spelt | - | 0.000000 | 0.000000 |
Emmer | 0.000000 | - | 0.000000 |
Einkorn | 0.000000 | 0.000000 | - |
Angle of external friction on steel γs (Kruskal–Wallis test) | |||
H (2, N = 1460) = 512.6743; p = 0.0000 | |||
Species | Probability of multiple comparisons | ||
Spelt | Emmer | Einkorn | |
R = 423.36 | R = 933.78 | R = 931.53 | |
Spelt | - | 1.000000 | 0.000000 |
Emmer | 1.000000 | - | 0.000000 |
Einkorn | 0.000000 | 0.000000 | - |
Angle of external friction on PVC γp (Kruskal–Wallis test) | |||
H (2, N = 1460) = 452.0002; p = 0.000 | |||
Species | Probability of multiple comparisons | ||
Spelt | Emmer | Einkorn | |
R = 581.78 | R = 1035.1 | R = 505.03 | |
Spelt | - | 0.000000 | 0.022579 |
Emmer | 0.000000 | - | 0.000000 |
Einkorn | 0.022579 | 0.000000 | - |
Geometric mean diameter Dg (Kruskal–Wallis test) | |||
H (2, N = 1460) = 676.2755; p = 0.000 | |||
Species | Probability of multiple comparisons | ||
Spelt | Emmer | Einkorn | |
R = 1067.8 | R = 419.87 | R = 646.52 | |
Spelt | - | 0.000000 | 0.000000 |
Emmer | 0.000000 | - | 0.000000 |
Einkorn | 0.000000 | 0.000000 | - |
Aspect ratio R (Kruskal–Wallis test) | |||
H (2, N = 1460) = 472.8347; p = 0.000 | |||
Species | Probability of multiple comparisons | ||
Spelt | Emmer | Einkorn | |
R = 830.23 | R = 432.26 | R = 1028.8 | |
Spelt | - | 0.000000 | 0.000000 |
Emmer | 0.000000 | - | 0.000000 |
Einkorn | 0.000000 | 0.000000 | - |
Sphericity index Φ (Kruskal–Wallis test) | |||
H (2, N = 1460) = 123.1843; p = 0.000 | |||
Species | Probability of multiple comparisons | ||
Spelt | Emmer | Einkorn | |
R = 798.30 | R = 573.20 | R = 862.1 | |
Spelt | - | 0.000000 | 0.078793 |
Emmer | 0.000000 | - | 0.000000 |
Einkorn | 0.078793 | 0.000000 | - |
Mass per unit area mD (Kruskal–Wallis test) | |||
H (2, N = 1460) = 608.0013; p = 0.000 | |||
Species | Probability of multiple comparisons | ||
Spelt | Emmer | Einkorn | |
R = 1052.00 | R = 439.64 | R = 642.14 | |
Spelt | - | 0.000000 | 0.000000 |
Emmer | 0.000000 | - | 0.000000 |
Einkorn | 0.000000 | 0.000000 | - |
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Kolankowska, E.; Choszcz, D.J.; Markowski, P. An Analysis of Selected Physical Properties of Ancient Wheat Species. Sustainability 2017, 9, 1970. https://doi.org/10.3390/su9111970
Kolankowska E, Choszcz DJ, Markowski P. An Analysis of Selected Physical Properties of Ancient Wheat Species. Sustainability. 2017; 9(11):1970. https://doi.org/10.3390/su9111970
Chicago/Turabian StyleKolankowska, Ewelina, Dariusz Jan Choszcz, and Piotr Markowski. 2017. "An Analysis of Selected Physical Properties of Ancient Wheat Species" Sustainability 9, no. 11: 1970. https://doi.org/10.3390/su9111970
APA StyleKolankowska, E., Choszcz, D. J., & Markowski, P. (2017). An Analysis of Selected Physical Properties of Ancient Wheat Species. Sustainability, 9(11), 1970. https://doi.org/10.3390/su9111970