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era5

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24-hour temperature forecasting for Kursk with CatBoost — and an ablation showing 92% of the ERA5 gain can't be earned in real time

  • Updated Jul 15, 2026
  • Python

An end-to-end, config-driven pipeline that turns the minimum manual inputs for a new river basin - a catchment polygon, a DEM, and four soil rasters - into a complete, internally consistent LISFLOOD model, then runs it and validates the output. A separate module performs multi-objective hydrological calibration.

  • Updated Aug 19, 2026
  • Python

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