KalmanFlow is a Python package I developed while working at Valley Water to estimate reservoir inflow from noisy storage and outflow measurements. It uses Kalman filtering and fixed-lag smoothing to produce stable inflow estimates with model-based uncertainty intervals.
python time-series water-resources reservoir hydrology state-estimation kalman-filter water-balance inflow-estimation
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Updated
Oct 9, 2026 - Python