Mutua Kilai

Comparative Study of Lstm, Xgboost and Hybrid Lstm-xgboost Models for Rainfall Forecasting in Semi-arid Regions

Rainfall forecasting remains challenging in semi-arid regions due to high variability and intermittent rainfall patterns. Statistical forecasting methods such as Autoregressive Integrated Moving Average(ARIMA) and Seasonal Autoregressive Integrated Moving Average (SARIMA) often struggle to capture the non-linear dynami...