Dynamical climatic model for time to flowering in Vigna radiata

BMC Plant Biology

Eric Bishop-von Wettberg¹  Chau-Ti Ting²  Cheng-Ruei Lee²  Alena Sokolkova³  Konstantin Kozlov³  Maria Samsonova³  Sergey Nuzhdin⁴  Roland Schafleitner⁵ 

[1] Department of Plant and Soil Science, University of Vermont, 63 Carrigan Drive, 05405, Burlington, VT, USA;National Taiwan University, Taipei, Taiwan;Peter the Great St. Petersburg Polytechnic University, 29 Polytechnicheskaya, 195251, St.Petersburg, Russia;Program Molecular and Computation Biology, University of California, University Park, 24105, Los-Angeles, CA, USA;World Vegetable Center, Tainan, Taiwan;

关键词: Vigna;    Mungbean;    Model;    Climatic factors;    GWAS;   

DOI  :  10.1186/s12870-020-02408-1

来源: Springer

【 摘 要 】

BackgroundPhenology data collected recently for about 300 accessions of Vigna radiata (mungbean) is an invaluable resource for investigation of impacts of climatic factors on plant development.ResultsWe developed a new mathematical model that describes the dynamic control of time to flowering by daily values of maximal and minimal temperature, precipitation, day length and solar radiation. We obtained model parameters by adaptation to the available experimental data. The models were validated by cross-validation and used to demonstrate that the phenology of adaptive traits, like flowering time, is strongly predicted not only by local environmental factors but also by plant geographic origin and genotype.ConclusionsOf local environmental factors maximal temperature appeared to be the most critical factor determining how faithfully the model describes the data. The models were applied to forecast time to flowering of accessions grown in Taiwan in future years 2020-2030.

【 授权许可】

CC BY