Multidimensional Analysis of Diversity in DH Lines and Hybrids of Winter Oilseed Rape (Brassica napus L.)
Abstract
:1. Introduction
2. Material and Methods
2.1. Plant Material and Experimental Design
2.2. Traits Evaluated
2.3. Statistical Analysis
3. Results
3.1. The Canonical Variate Analysis (CVA)
3.2. Multivariate Regression Analysis
3.3. Mahalanobis Distances
4. Discussion
5. Conclusions
Author Contributions
Funding
Conflicts of Interest
References
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Year | 2015 | 2016 | ||
---|---|---|---|---|
Trait | First Canonical Variable | Second Canonical Variable | First Canonical Variable | Second Canonical Variable |
Flowering time (days) | 0.445 *** | 0.665 *** | 0.1472 * | 0.4213 *** |
Duration of flowering (days) | −0.226 ** | −0.368 *** | −0.1472 * | −0.4203 *** |
Plant height (cm) | −0.1437 | 0.543 *** | −0.4635 *** | 0.2115 ** |
No. of branches per plant | 0.1515 * | −0.011 | 0.3061 *** | 0.1789 * |
No. of siliques per plant | −0.0429 | 0.0216 | 0.2004 ** | 0.1342 |
Silique length (mm) | −0.0186 | −0.0682 | 0.0925 | 0.2941 *** |
No. of seeds per silique | 0.029 | 0.151 * | −0.1872 * | 0.341 *** |
Thousand seed weight (g) | −0.159 * | −0.245 *** | −0.443 *** | −0.3164 *** |
Percentage of explained multivariate variability | 38.57 | 27.55 | 50.19 | 31.84 |
Year | 2015 | 2016 | ||
---|---|---|---|---|
Trait | Estimate | t-Statistic | Estimate | t-Statistic |
Constant | 5.474 | 11.767 *** | 4.146 | 6.205 *** |
Plant height (cm) | −0.006 | −2.607 ** | 0.003 | 0.892 |
No. of branches per plant | 0.028 | 1.302 | −0.048 | −1.459 |
No. of siliques per plant | −0.009 | −2.591 * | −0.001 | −1.676 |
Silique length (mm | 0.024 | 5.283 *** | 0.034 | 3.641 *** |
No. of seeds per silique | −0.042 | −4.28 *** | −0.078 | −4.968 *** |
R2 (in %) | 18.38 | 30.56 |
Trait | CMS×DH | CMS/DH×Rfo | ||
---|---|---|---|---|
2015 | 2016 | 2015 | 2016 | |
Plant height (cm) | −0.018 | 0.17 | −0.36 ** | −0.003 |
No. of branches per plant | 0.075 | −0.063 | 0.095 | 0.011 |
No. of siliques per plant | 0.142 | −0.201 | −0.07 | 0.07 |
Silique length (mm) | 0.203 | 0.138 | −0.272 * | −0.354 ** |
No. of seeds per silique | 0.071 | −0.001 | −0.048 | −0.314 * |
Thousand seed weight (g) | 0.06 | 0.368 ** | 0.178 | −0.054 |
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Łopatyńska, A.; Bocianowski, J.; Cyplik, A.; Wolko, J. Multidimensional Analysis of Diversity in DH Lines and Hybrids of Winter Oilseed Rape (Brassica napus L.). Agronomy 2021, 11, 645. https://doi.org/10.3390/agronomy11040645
Łopatyńska A, Bocianowski J, Cyplik A, Wolko J. Multidimensional Analysis of Diversity in DH Lines and Hybrids of Winter Oilseed Rape (Brassica napus L.). Agronomy. 2021; 11(4):645. https://doi.org/10.3390/agronomy11040645
Chicago/Turabian StyleŁopatyńska, Agnieszka, Jan Bocianowski, Adrian Cyplik, and Joanna Wolko. 2021. "Multidimensional Analysis of Diversity in DH Lines and Hybrids of Winter Oilseed Rape (Brassica napus L.)" Agronomy 11, no. 4: 645. https://doi.org/10.3390/agronomy11040645