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rainfall-runoff

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Map-first, climate-informed flood hazard assessment for data-scarce basins in R: rainfall extreme value analysis (GEV), rainfall-runoff simulation, terrain-based flow routing and water-depth mapping in one reproducible pipeline, with a built-in stationary-vs-nonstationary test for changing rainfall extremes.

  • Updated Jul 6, 2026
  • R

Hydrological modeling framework with a GPU-accelerated solver for large-scale calibration across hundreds to thousands of parameter sets, uncertainty quantification, ensemble and realization analysis using multiple forcing or parameter scenarios, scenario exploration, and regional reanalysis.

  • Updated Jul 16, 2026
  • Python

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.

  • Updated May 11, 2026
  • Jupyter Notebook

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