Estimation of rice yield using multivariate analysis techniques based on meteorological parameters

Estimation of rice yield using multivariate analysis techniques based on meteorological parameters

Abstract This study aims to develop predictive models for rice yield by applying multivariate techniques. It utilizes stepwise multiple regression, discriminant function analysis and logistic regression techniques to forecast crop yield in specific districts of Haryana. The time series data on rice...

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Bibliographic Details
Main Authors: Ajay Sharma, Joginder Kumar, Mandeep Redhu, Parveen Kumar, Mohit Godara, Pushpa Ghiyal, Pingping Fu, Mehdi Rahimi
Format: Article
Language:English
Published: Nature Portfolio 2024-06-01
Series:Scientific Reports
Subjects:
Rice yield
Estimation
Weather parameters
Multivariate analysis
RMSE and MAPE
Online Access:https://doi.org/10.1038/s41598-024-63596-6
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