{"product_id":"9789811006623","title":"SpringerBriefs in Applied Sciences and Technology","description":"\u003ch1\u003eSpringerBriefs in Applied Sciences and Technology\u003c\/h1\u003e \u003ch2\u003eSuryanarayana, T.M.V.; Mistry, P.B.\u003c\/h2\u003e \u003cp\u003eThis book highlights the estimation of crop yield in Central\nGujarat, especially with regard to the development of Multiple Regression\nModels and Principal Component Regression (PCR) models using climatological\nparameters as independent variables and crop yield as a dependent variable. It\nsubsequently compares the multiple linear regression (MLR) and PCR results, and\ndiscusses the significance of PCR for crop yield estimation. In this context,\nthe book also covers Principal Component Analysis (PCA), a statistical procedure\nused to reduce a number of correlated variables into a smaller number of\nuncorrelated variables called principal components (PC). This book will be\nhelpful to the students and researchers, starting their works on climate and\nagriculture, mainly focussing on estimation models. The flow of chapters takes\nthe readers in a smooth path, in understanding climate and weather and impact\nof climate change, and gradually proceeds towards downscaling techniques and\nthen finallytowards development of principal component regression models and\napplying the same for the crop yield estimation.\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Springer\u003c\/p\u003e \u003cp\u003ePublication Date: 2016-03-30\u003c\/p\u003e \u003cp\u003eFormat: Paperback\u003c\/p\u003e \u003cp\u003eISBN-13: 9789811006623\u003c\/p\u003e \u003cp\u003eDOI: 10.1007\/978-981-10-0663-0\u003c\/p\u003e \u003cp\u003eDimensions: 235cm x155cm\u003c\/p\u003e \u003cp\u003ePages: 67\u003c\/p\u003e ","brand":"Springer Nature Singapore","offers":[{"title":"Default Title","offer_id":45937838686348,"sku":"9789811006623","price":49.49,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9789811006623.jpg?v=1776517168","url":"https:\/\/fh90cf-fv.myshopify.com\/products\/9789811006623","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}