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2008年至2020年乌干达预商业化和商业化玉米品种产量及关键农艺性状的遗传趋势

Genetic trends for yield and key agronomic traits in pre-commercial and commercial maize varieties between 2008 and 2020 in Uganda.

作者信息

Asea Godfrey, Kwemoi Daniel Bomet, Sneller Clay, Kasozi Charles L, Das Biswanath, Musundire Lennin, Makumbi Dan, Beyene Yoseph, Prasanna Boddupalli M

机构信息

National Crops Resources Research Institute, National Agricultural Research Organization, Kampala, Uganda.

Department of Horticulture and Crop Science, The Ohio State University, Wooster, OH, United States.

出版信息

Front Plant Sci. 2023 Mar 10;14:1020667. doi: 10.3389/fpls.2023.1020667. eCollection 2023.

Abstract

Estimating genetic gains is vital to optimize breeding programs for increased efficiency. Genetic gains should translate into productivity gains if returns to investments in breeding and impact are to be realized. The objective of this study was to estimate genetic gain for grain yield and key agronomic traits in pre-commercial and commercial maize varieties from public and private breeding programs tested in (i) national performance trials (NPT), (ii) era trial and, (iii) compare the trends with the national average. The study used (i) historical NPT data on 419 improved maize varieties evaluated in 23 trials at 6-8 locations each between 2008 and 2020, and (ii) data from an era trial of 54 maize hybrids released between 1999 and 2020. The NPT data was first analyzed using a mixed model and resulting estimate for each entry was regressed onto its first year of testing. Analysis was done over all entries, only entries from National Agricultural Research Organization (NARO), International Maize and Wheat Improvement Center (CIMMYT), or private seed companies. Estimated genetic gain was 2.25% or 81 kg ha year from the NPT analysis. A comparison of genetic trends by source indicated that CIMMYT entries had a gain of 1.98% year or 106 kg ha year. In contrast, NARO and private sector maize entries recorded genetic gains of 1.30% year (59 kg ha year) and 1.71% year (79 kg ha year), respectively. Varieties from NARO and private sector showed comparable mean yields of 4.56 t ha and 4.62 t ha, respectively, while hybrids from CIMMYT had a mean of 5.37 t ha. Era analysis indicated significant genetic gain of 1.69% year or 55 kg ha year, while a significant national productivity gain of 1.48% year (37 kg ha year) was obtained. The study, thus, demonstrated the importance of public-private partnerships in development and delivery of new genetics to farmers in Uganda.

摘要

估算遗传增益对于优化育种计划以提高效率至关重要。如果要实现育种投资回报和影响,遗传增益应转化为生产力增益。本研究的目的是估算在(i)国家性能试验(NPT)、(ii)时代试验中测试的公共和私营育种计划的商业化前和商业化玉米品种的籽粒产量和关键农艺性状的遗传增益,以及(iii)将这些趋势与全国平均水平进行比较。该研究使用了(i)2008年至2020年期间在6至8个地点的23次试验中评估的419个改良玉米品种的历史NPT数据,以及(ii)1999年至2020年期间发布的54个玉米杂交种的时代试验数据。首先使用混合模型对NPT数据进行分析,并将每个条目得出的估计值回归到其首次测试年份。分析涵盖所有条目,包括仅来自国家农业研究组织(NARO)、国际玉米和小麦改良中心(CIMMYT)或私营种子公司的条目。通过NPT分析得出的估计遗传增益为每年2.25%或81公斤/公顷。按来源比较遗传趋势表明,CIMMYT条目每年的增益为1.98%或106公斤/公顷。相比之下,NARO和私营部门的玉米条目记录的遗传增益分别为每年1.30%(59公斤/公顷)和每年1.71%(79公斤/公顷)。NARO和私营部门的品种平均产量分别为4.56吨/公顷和4.62吨/公顷,而CIMMYT的杂交种平均产量为5.37吨/公顷。时代分析表明每年有显著的遗传增益1.69%或55公斤/公顷,同时获得了每年1.48%(37公斤/公顷)的显著全国生产力增益。因此,该研究证明了公私伙伴关系在乌干达向农民开发和提供新基因方面的重要性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/edf2/10036907/bea8b0eb99c8/fpls-14-1020667-g001.jpg

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