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streamflow-forecasting

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venkatnsn / streamflow-forecasting-russian-river

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End-to-end streamflow forecasting pipeline: real USGS + ERA5 data, Numba-JIT 5-parameter model, Differential-Evolution calibration, split-sample validation, Regional Sensitivity Analysis, GLUE uncertainty, and climate-change scenarios for the Russian River, California.

python monte-carlo glue usgs hydrology numba uncertainty-quantification sensitivity-analysis climate-change rainfall-runoff open-meteo streamflow-forecasting
  • Updated May 11, 2026
  • Jupyter Notebook

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