Title of article :
New approach in modeling spring wheat yielding based on dry periods
Author/Authors :
Wies?aw Szulczewski، نويسنده , , Andrzej ?yromski، نويسنده , , Ma?gorzata Biniak-Pier?g، نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 2012
Abstract :
The developed model MoDrY is designed for the estimation of the level of spring wheat yields on the basis of dry periods occurring during the particular periods between the phenological phases of the crop plant. A characteristic feature of this model, unlike most existing weather-yield models, is that the principle of its operation is based only on information on the occurrence of precipitation. In the study the authors used research material from 27 years and diurnal sums of atmospheric precipitation. Five measures were adopted to characterise the error of approximation: coefficient of correlation, mean relative error, RRMSE, EF, and CRM. The coefficient of correlation obtained was at the level of 0.91, and the mean relative error at the level of 9.79%. Validation was performed by means of the Cross Validation test (CV), version LOO. For the approximation and validation, the values of CRM and RRMSE indicated a very good fit of the model, also supported by the value of EF obtained for calibration. Additional result of developed MoDrY model is the information that could be helpful to assess the impact of rainless periods occurring during particular interphase periods on the spring wheat yielding.
Keywords :
Weather-yield model , Spring wheat , Vegetation period , Dry periods , MoDrY
Journal title :
Agricultural Water Management
Journal title :
Agricultural Water Management