Smart Agricultural Technology · 2022 · 19 citations · 13 references
AgricultureAgronomyCrop SciencesCrop ProductionForecastingWeather ForecastingCrop ClassificationMultivariate ForecastingYield EstimationYield ForecastingYield PredictionAgricultural Yield ForecastingIn-season Yield PredictionLinear Discriminant AnalysisMonthly ForecastingPredictive Yield ModelingStatistical Forecast ModelsWeather-driven Yield AnalysisWeather-driven Yield Prediction
Discriminant function analysis has been used for forecasting of Sugarcane yield of Coimbatore district in Tamilnadu. Crop yield has been classified into two and three groups. Using this crop yield and monthly data on weather variables,discriminant function analysis has been carried out. The scores calculated from function this along with the trend have used as regressors in developing yield forecast models. The forecast models based on two groups and groups have been compared. The results show that the forecast models using three groupsare considered to be better.
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Applied multivariate techniques
1996 · 555 citations
Modeling and Forecasting of Sugarcane Production in India
Pradeep Mishra, Abdullah Mohammad Ghazi Al khatib, Iqra Sardar et al. · Sugar Tech · 2021 · 46 citations