Long Range Forecasting Indian Summer Monsoon Rainfallby a Hybrid Principal Component Neural Network Model

Forecasting all-India summer monsoon rai

Forecasting all-India summer monsoon rainfall using regional circulation principal components: a comparison between neural network and multiple regression models

✍ Cannon, Alex J.; McKendry, Ian G. 📂 Article 📅 1999 🏛 John Wiley and Sons 🌐 English ⚖ 337 KB 👁 2 views

Pre-monsoon principal components (PCs) of circulation fields covering the South Asian subcontinent were used as predictors for all-India summer monsoon rainfall (AISMR) over the period 1958 -1993. Predictive skill of non-linear neural network models and linear multiple regression models was compared