Increased ranking change in wheat breeding under climate change

被引:49
作者
Xiong, Wei [1 ,2 ]
Reynolds, Matthew P. [3 ]
Crossa, Jose [4 ]
Schulthess, Urs [1 ,2 ]
Sonder, Kai [5 ]
Montes, Carlo [2 ]
Addimando, Nicoletta [6 ]
Singh, Ravi P. [3 ]
Ammar, Karim [3 ]
Gerard, Bruno [2 ]
Payne, Thomas [3 ]
机构
[1] Henan Agr Univ, Agron Coll, CIMMYT Henan Joint Ctr Wheat & Maize Improvement, Zhengzhou, Peoples R China
[2] Int Maize & Wheat Improvement Ctr, Sustainable Intensificat Program, Texcoco, Mexico
[3] Int Maize & Wheat Improvement Ctr, Global Wheat Program, Texcoco, Mexico
[4] Int Maize & Wheat Improvement Ctr, Biometr & Stat Unit, Texcoco, Mexico
[5] Int Maize & Wheat Improvement Ctr, Integrated Dev Program, Texcoco, Mexico
[6] Meteoblue AG, Basel, Switzerland
基金
中国国家自然科学基金;
关键词
BREAD WHEAT; GRAIN-YIELD; ADAPTATION; IMPACTS; TRIALS; GAINS;
D O I
10.1038/s41477-021-00988-w
中图分类号
Q94 [植物学];
学科分类号
071001 ;
摘要
The International Maize and Wheat Improvement Center develops and annually distributes elite wheat lines to public and private breeders worldwide. Trials have been created in multiple sites over many years to assess the lines' performance for use in breeding and release as varieties, and to provide iterative feedback on refining breeding strategies(1). The collaborator test sites are experiencing climate change, with new implications for how wheat genotypes are bred and selected(2). Using a standard quantitative genetic model to analyse four International Maize and Wheat Improvement Center global spring wheat trial datasets, we examine how genotype-environment interactions have changed over recent decades. Notably, crossover interactions-a critical indicator of changes in the ranking of cultivar performance in different environments-have increased over time. Climatic factors explained over 70% of the year-to-year variability in crossover interactions for yield. Yield responses of all lines in trial environments from 1980 to 2018 revealed that climate change has increased the ranking change in breeding targeted to favourable environments by similar to 15%, while it has maintained or reduced the ranking change in breeding targeted to heat and drought stress by up to 13%. Genetic improvement has generally increased crossover interactions, particularly for wheat targeted to high-yielding environments. However, the latest wheat germplasm developed under heat stress was better adapted and more stable, partly offsetting the increase in ranking changes under the warmer climate.
引用
收藏
页码:1207 / +
页数:16
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