全基因體預測用於水稻雙親本雜交的親本決定
PY Chung - 國立臺灣大學農藝學系學位論文, 2019 - airitilibrary.com
… In this study, we present a set of parental lines for each of 21 quantitative traits. We also
investigate the best selection strategy for 6 different combinations of two target traits. Our …
investigate the best selection strategy for 6 different combinations of two target traits. Our …
利用全基因組選拔預測雜交組合之表現: 以南瓜為例
PY Wu - 國立臺灣大學農藝學系學位論文, 2018 - airitilibrary.com
… Then, we use the resulting GS model to predict genomic estimated breeding values (GEBVs…
marker effects through simulation studies. The phenotypic values contain quantitative traits …
marker effects through simulation studies. The phenotypic values contain quantitative traits …
基于杂交种群体的玉米产量及其配合力的全基因组关联分析
李周帅， 董远， 李婷， 冯志前， 段迎新， 杨明羡… - 中国农业 …, 2022 - chinaagrisci.com
… and the correlation between hybrid yield and SCA (r=0.95) was higher than that between
hybrid yield and GCA (r=0.62). The genetic characteristic of Shaan A group and Shaan B group …
hybrid yield and GCA (r=0.62). The genetic characteristic of Shaan A group and Shaan B group …
用於從候選族群中選拔最佳基因型A-最適與D-最適訓練集之研究
宋文修 - 2023 - tdr.lib.ntu.edu.tw
… In genomic selection, breeders focus on the quantitative traits, and select the superior …
Genome-assisted prediction of quantitative traits using the R package sommer. Plos one, 11…
Genome-assisted prediction of quantitative traits using the R package sommer. Plos one, 11…
利用基因體預測評估雜交組合的表現
王珮仙 - 2022 - tdr.lib.ntu.edu.tw
… The method can be executed through the built-in-function mmer( ) in Rpackage sommer (…
Genome-assisted prediction of quantitative traits using the R package sommer. Plos One, 11(6) …
Genome-assisted prediction of quantitative traits using the R package sommer. Plos One, 11(6) …
利用基因體選拔確認最佳的基因型
SP Chen - 國立臺灣大學農藝學系學位論文, 2023 - airitilibrary.com
… For genomic selection, we have to choose the best genotypes to build the training set, which
will have an excellent prediction performance. In this study, we predicted the genetic values …
will have an excellent prediction performance. In this study, we predicted the genetic values …
透過多批次外表型收集策略選拔優良基因型
ZY Tu - 國立臺灣大學農藝學系學位論文, 2020 - airitilibrary.com
… Step 0: a starting training set is determined from the candidate population according to the
r-score algorithm. Step 1: a multiple-trait GBLUP model is trained using the phenotype and …
r-score algorithm. Step 1: a multiple-trait GBLUP model is trained using the phenotype and …
透過多批次外表型收集策略選拔優良基因型
杜鎮宇 - 2020 - tdr.lib.ntu.edu.tw
… We used the R package sommer (Covarrubias-Pazaran, 2016) to find the REMLs for 𝜮𝑔 and
𝜮𝑒; and BLUP for 𝒈𝑐1 using … Genome-Assisted Prediction of Quantitative Traits Using the …
𝜮𝑒; and BLUP for 𝒈𝑐1 using … Genome-Assisted Prediction of Quantitative Traits Using the …
水稻遗传育种相关生物信息数据库和工具的研究进展
彭歆， 钱乾， 谭健韬， 彭波， 甘玉立， 王成睿… - 华南农业大学 …, 2023 - journal.scau.edu.cn
… rrBLUP 和sommer 等R 包,以及基于Python 的机 器学习模块,如sklearn 模块中的RF 和SVM
算法; 第2 类是成熟的遗传评估软件,主要用于动物育 种,但也有少量功能适用于植物育种,如JWAS;…
算法; 第2 类是成熟的遗传评估软件,主要用于动物育 种,但也有少量功能适用于植物育种,如JWAS;…