Principal Component Regression for Crop Yield Estimation

Name: Principal Component Regression for Crop Yield Estimation
Brand: Springer Verlag, Singapore
SKU: 9789811006623
Price: 1120 CZK
Availability: InStock

Autor: T. M. V Suryanarayana, P. B Mistry

Jazyk:

Vazba: Brožovaná

Vydavatel: Springer Verlag, Singapore

Dostupnost: Skladem u dodavatele

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This book highlights the estimation of crop yield in Central§Gujarat, especially with regard to the...

Informace o knize

Autor

T. M. V Suryanarayana, P. B Mistry

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2016

Stránek

EAN

9789811006623

ISBN

9811006628

Enbook ID

02926514

Vydavatel

Springer Verlag, Singapore

Hmotnost

150

Rozměry

247 x 157 x 13

Kompletní popis

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§subsequently compares the multiple linear regression (MLR) and PCR results, and§discusses the significance of PCR for crop yield estimation. In this context,§the book also covers Principal Component Analysis (PCA), a statistical procedure§used to reduce a number of correlated variables into a smaller number of§uncorrelated variables called principal components (PC). This book will be§helpful to the students and researchers, starting their works on climate and§agriculture, mainly focussing on estimation models. The flow of chapters takes§the readers in a smooth path, in understanding climate and weather and impact§of climate change, and gradually proceeds towards downscaling techniques and§then finally towards development of principal component regression models and§applying the same for the crop yield estimation.§§

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Principal Component Regression for Crop Yield Estimation

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