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kariba

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brentmutetwa / kariba-water-level-prediction

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This project develops and compares multiple time series forecasting models to predict daily water levels of Lake Kariba, the world's largest artificial lake by volume, located between Zambia and Zimbabwe. Using historical data from Jan 2020 to Feb 2023 (1,155 daily observations), I evaluate five modeling approaches and optimized the best.

machine-learning time-series xgboost deeplearning arima gradio prophet ltsm time-series-forecasting sarima kariba
  • Updated Apr 21, 2026

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