Quantitative Relationship Between Microstructure and Mechanical Properties of Taro Stem: Spatial Heterogeneity Revealed by Image Analysis
Abstract
1. Introduction
2. Materials and Methods
2.1. Taro Stem Samples Collection and Preparation
2.2. Axial Tensile Mechanical Tests
2.3. Radial Compression Mechanical Tests
2.4. Scanning Electron Microscopy Tests and Microstructural Image Processing Methods
2.5. Statistical Methods
3. Results
3.1. Analysis of the Mechanical Response to Axial Tensile Forces
3.2. Analysis of the Mechanical Response to Radial Compressive Forces
3.3. Effect of Stem Height Above Ground on σt and σc
3.4. Spatial Patterns of Microstructural Changes in Stems with Increasing Height
3.5. ANOVA and Multiple Comparisons of the Mechanical Properties and Microstructure
3.6. Effect of Stem Microstructure on Mechanical Properties
3.6.1. Effect of the Stem Cross-Sectional Area (Ac) on σt and σc
3.6.2. Effect of the Fibre Bundle Area Fraction (Pc) on σt and σc
3.6.3. Effect of the Fibre Wall Thickness (Tc) on σt and σc
3.7. Correlation Analysis of Stem Mechanical Properties and Microstructure
4. Discussion
4.1. Influence of the Longitudinal Spatial Heterogeneity of the Stem on Mechanical Properties
4.2. Correlation Between the Microstructure and Mechanical Properties of Taro Stems
4.3. Limitations and Future Works
5. Conclusions
Author Contributions
Funding
Data Availability Statement
Acknowledgments
Conflicts of Interest
Abbreviations
| ANOVA | Analysis of Variance |
References
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| Model | Shapiro–Wilk p-Value (Range Across Groups) | Levene’s Test p-Value |
|---|---|---|
| Axial maximum tensile strength (σt)/MPa | 0.21–0.68 | 0.34 |
| Radial maximum nominal compressive strength (σc)/MPa | 0.18–0.72 | 0.41 |
| Cross-sectional area (Ac)/pixels | 0.15–0.63 | 0.29 |
| Fibre bundle area fraction (Pc)/% | 0.23–0.70 | 0.38 |
| Fibre wall thickness (Tc)/μm | 0.19–0.65 | 0.45 |
| Fibre area (Al)/μm2 | 0.28–0.74 | 0.52 |
| Model | Sum of Squares | df | Mean Square | F-Value | p-Value |
|---|---|---|---|---|---|
| Axial maximum tensile strength (σt)/MPa | 4.068 | 4 | 1.017 | 20.267 | <0.0001 ** |
| Radial maximum nominal compressive strength (σc)/MPa | 27.564 | 4 | 6.891 | 5.856 | 0.003 ** |
| Cross-sectional area (Ac)/pixels | 1.93 × 109 | 4 | 4.82 × 108 | 29.657 | <0.0001 ** |
| Fibre bundle area fraction (Pc)/% | 309.633 | 4 | 77.408 | 9.364 | <0.0001 ** |
| Fibre wall thickness (Tc)/μm | 0.090 | 4 | 0.022 | 8.473 | <0.0001 ** |
| Fibre area (Al)/μm2 | 9.75 × 106 | 4 | 2.44 × 106 | 1.330 | 0.293 |
| Index | Stem Height | ||||
|---|---|---|---|---|---|
| I | II | III | IV | V | |
| Axial maximum tensile strength (σt)/MPa | 2.44 ± 0.28 ab | 2.67 ± 0.16 a | 2.20 ± 0.18 b | 1.86 ± 0.13 c | 1.54 ± 0.34 d |
| Radial maximum nominal compressive strength (σc)/MPa | 6.80 ± 1.16 ab | 7.64 ± 1.15 a | 6.09 ± 0.94 bc | 5.47 ± 1.21 c | 4.60 ± 0.94 d |
| Cross-sectional area (Ac)/pixels | 21,188.40 ± 4771.66 b | 29,210.01 ± 2644.58 a | 22,565.90 ± 5153.90 ab | 7882.65 ± 3421.58 c | 6682.60 ± 3646.09 d |
| Fibre bundle area fraction (Pc)/% | 7.25 ± 1.81 ab | 10.82 ± 4.65 a | 7.74 ± 2.26 ab | 2.15 ± 2.64 b | 1.61 ± 2.08 c |
| Fibre wall thickness (Tc)/μm | 0.19 ± 0.07 b | 0.26 ± 0.07 a | 0.15 ± 0.04 b | 0.12 ± 0.02 bc | 0.12 ± 0.02 bc |
| Parameter | Stem Height | ||||
|---|---|---|---|---|---|
| Axial Maximum Tensile Strength σt/MPa | Radial Maximum Nominal Compressive Strength σc/MPa | Cross-Sectional Area Ac/Pixels | Fibre Bundle Area Fraction Pc/% | Fibre Wall Thickness Tc/μm | |
| Axial maximum tensile strength (σt)/MPa | 1 | 0.73 *** (0.48, 0.87) | 0.83 *** (0.65, 0.93) | 0.78 *** (0.55, 0.90) | 0.77 *** (0.54, 0.90) |
| Radial maximum nominal compressive strength (σc)/MPa | 0.73 *** (0.48, 0.87) | 1 | 0.62 ** (0.30, 0.82) | 0.49 * (0.13, 0.73) | 0.70 *** (0.42, 0.86) |
| Cross-sectional area (Ac)/pixels | 0.83 *** (0.65, 0.93) | 0.62 ** (0.30, 0.82) | 1 | 0.58 ** (0.25, 0.79) | 0.72 *** (0.45, 0.87) |
| Fibre bundle area fraction (Pc)/% | 0.78 *** (0.55, 0.90) | 0.49 * (0.13, 0.73) | 0.58 ** (0.25, 0.79) | 1 | 0.66 *** (0.35, 0.84) |
| Fibre wall thickness (Tc)/μm | 0.77 *** (0.54, 0.90) | 0.70 *** (0.42, 0.86) | 0.72 *** (0.45, 0.87) | 0.66 *** (0.35, 0.84) | 1 |
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Jia, G.; Ji, C.; Kang, Q.; Liu, W. Quantitative Relationship Between Microstructure and Mechanical Properties of Taro Stem: Spatial Heterogeneity Revealed by Image Analysis. Agriculture 2026, 16, 1817. https://doi.org/10.3390/agriculture16171817
Jia G, Ji C, Kang Q, Liu W. Quantitative Relationship Between Microstructure and Mechanical Properties of Taro Stem: Spatial Heterogeneity Revealed by Image Analysis. Agriculture. 2026; 16(17):1817. https://doi.org/10.3390/agriculture16171817
Chicago/Turabian StyleJia, Guangxin, Chao Ji, Qixin Kang, and Wanru Liu. 2026. "Quantitative Relationship Between Microstructure and Mechanical Properties of Taro Stem: Spatial Heterogeneity Revealed by Image Analysis" Agriculture 16, no. 17: 1817. https://doi.org/10.3390/agriculture16171817
APA StyleJia, G., Ji, C., Kang, Q., & Liu, W. (2026). Quantitative Relationship Between Microstructure and Mechanical Properties of Taro Stem: Spatial Heterogeneity Revealed by Image Analysis. Agriculture, 16(17), 1817. https://doi.org/10.3390/agriculture16171817

