Principal Component Regression for Crop Yield Estimation

• Main Authors: Suryanarayana, T.M.V (Author), Mistry, P. B. (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Singapore : Springer Singapore : Imprint: Springer, 2016.
• Edition: 1st ed. 2016.
• Series: SpringerBriefs in Applied Sciences and Technology,
• Subjects: Engineering.; Environmental management.; Climate change.; Agriculture.; Statistics.; Applied mathematics.; Engineering mathematics.; Environmental sciences.; Appl.Mathematics/Computational Methods of Engineering.; Climate Change/Climate Change Impacts.; Statistical Theory and Methods.; Math. Appl. in Environmental Science.; Water Policy/Water Governance/Water Management.

This book highlights the estimation of crop yield in Central Gujarat, especially with regard to the development of Multiple Regression Models and Principal Component Regression (PCR) models using climatological parameters as independent variables and crop yield as a dependent variable. It subsequent...