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This is a Quantitative Study study.

Rainfall Forecasting in the City of Pekanbaru Using the Exponential Smoothing Method

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Analysis reveals single exponential smoothing outperforms Holt's method in rainfall prediction accuracy.

The single exponential smoothing method achieved a MAPE value of 33.37%, indicating higher accuracy.
Holt's double exponential smoothing method was evaluated but provided lesser accuracy compared to SES.
The study focuses on rainfall prediction methods suitable for the tropical climate of Pekanbaru.
Accurate rainfall forecasts are essential for sectors like agriculture, transportation, and disaster management.

Rahmadeni et al. (2025) studied this question.

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