Future climate change impacts on wheat grain yield and protein in the North China Region

被引:12
作者
Zhang, Di [1 ,2 ]
Liu, Jinna [2 ]
Li, Dongxiao [3 ]
Batchelor, William D. [4 ]
Wu, Dongxia [5 ]
Zhen, Xiaoxing [4 ]
Ju, Hui [1 ]
机构
[1] Chinese Acad Agr Sci, Inst Environm & Sustainable Dev Agr, Beijing 100081, Peoples R China
[2] Yangling Vocat & Tech Coll, Dept Biol Engn, Xianyang 712000, Peoples R China
[3] Hebei Agr Univ, Coll Agron, State Key Lab North China Crop Improvement & Regul, Key Lab Crop Growth Regulat Hebei Prov, Baoding 071000, Peoples R China
[4] Auburn Univ, Biosyst Engn Dept, Auburn, AL 36849 USA
[5] Nat Resources, Nat Resources Inst Finland Luke, POB 68, FI-80100 Joensuu, Finland
基金
美国国家科学基金会; 中国国家自然科学基金;
关键词
Winter wheat; Climate change; CERES-Wheat model; Wheat quality module; Grain protein components; Grain yield; TRITICUM-AESTIVUM L; IRRIGATION MANAGEMENT; CARBON-DIOXIDE; ELEVATED CO2; MODEL; QUALITY; NITROGEN; TEMPERATURE; MAIZE; PERFORMANCE;
D O I
10.1016/j.scitotenv.2023.166147
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
The threat of global climate change on wheat production may be underestimated by the limited capacity of many crop models to predict grain quality and protein composition. This study aimed to integrate a wheat quality module of protein components into the CROPSIM-CERES-Wheat model to investigate the impact of climate change on wheat grain yield and protein quality in the North China Region (NCR) using five Global Climate Models (GCMs) from CMIP6 under three shared socioeconomic pathways. The CERES-Wheat model with a quality module was developed and calibrated and validated using data from several sites in the NCR. The results of the calibration and validation showed that the modified CERES-Wheat model can accurately predict grain yield, protein content and its components in field experiments. Compared with the baseline period (1981-2010), the annual mean temperature and annual cumulative precipitation increased in the NCR in the 2030's, 2050's and 2080's. The radiation was higher under the SSP126 and SSP585 scenarios, and lower under the SSP370 scenario compared to the baseline period. The anthesis and maturity date occurred earlier under the three future scenarios. The average grain yield increased by 13.3-30.9 % under three future scenarios. However, the regional average grain protein content of winter wheat in the future decreased by 2.0 %-3.5 %. The reduction in wheat grain protein at the regional was less pronounced under SSP370 than that under SSP126 and SSP585. The structural protein content of winter wheat decreased under future climate conditions compared with the baseline period, but the storage protein content showed the opposite tendency. The model provided a useful tool to study the effects of future climate on grain quality and protein composition. These findings are important for developing agricultural practices and strategies to mitigate the potential impacts of climate change on wheat pro-duction and wheat quality in the future.
引用
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页数:13
相关论文
共 83 条
  • [81] Does temporary heat stress or low temperature stress similarly affect yield, starch, and protein of winter wheat grain during grain filling?
    Zhao, Kaimin
    Tao, Yuan
    Liu, Mingmin
    Yang, Didi
    Zhu, Min
    Ding, Jinfeng
    Zhu, Xinkai
    Guo, Wenshan
    Zhou, Guisheng
    Li, Chunyan
    [J]. JOURNAL OF CEREAL SCIENCE, 2022, 103
  • [82] A simulation of winter wheat crop responses to irrigation management using CERES-Wheat model in the North China Plain
    Zhou Li-li
    Liao Shu-hua
    Wang Zhi-min
    Wang Pu
    Zhang Ying-hua
    Yan Hai-jun
    Gao Zhen
    Shen Si
    Liang Xiao-gui
    Wang Jia-hui
    Zhou Shun-li
    [J]. JOURNAL OF INTEGRATIVE AGRICULTURE, 2018, 17 (05) : 1181 - 1193
  • [83] Zhu Yan, 2007, Frontiers of Agriculture in China, V1, P8, DOI 10.1007/s11703-007-0002-2