Quantifying cardinal temperatures and thermal time required for germination of Silybum marianum seed

作     者：Ghasem Parmoon Seyed Amir Moosavi Hamed Akbari Ali Ebadi 

作者机构：Department of Agronomy and Plant Breeding Faculty of Agriculture Mohaghegh Ardabili University Department of Agronomy Faculty of Agriculture Tarbiat Modares University 

出 版 物：《The Crop Journal》 (作物学报（英文版）)

年 卷 期：2015年第3卷第2期

页      面：145-151页

核心收录：

学科分类：1008[医学-中药学(可授医学、理学学位)] 10[医学] 

主　　题：Silymarin Regression models Cardinal temperatures Seed germination 

摘      要：The response of seed germination to environmental factors can be estimated by nonlinear regression. The present study was performed to compare four nonlinear regression models(segmented, beta, beta modified, and dent-like) to describe the germination rate–temperature relationships of milk thistle(Silybum marianum L.) at six constant temperatures, with the aim of identifying the cardinal temperatures and thermal times required to reach different germination percentiles. Models and statistical indices were calibrated using an iterative optimization method and their performance was compared by root mean square error(RMSE), coefficient of determination(R2) and Akaike information criterion correction(AICc). The beta model was found to be the best model for predicting the required time to reach 50% germination(D50),(R2= 0.99;RMSE = 0.004; AICc =-276.97). Based on the model outputs, the base, optimum, and maximum temperatures of seed germination were 5.19 ± 0.79, 24.01 ± 0.11, and 34.32 ± 0.36 °C,respectively. The thermal times required for 50% and 90% germination were 4.99 and7.38 degree-days, respectively.