KNOU-Flood: two-stage transfer learning with a deterministic LSTM for lead-aware probabilistic global streamflow forecasting
Read original on arXiv cs.LG ↗arXiv:2610.20640v1 Announce Type: new Abstract: Global streamflow forecasting supports flood preparedness, yet data-driven models trained on reanalysis lose skill when driven by operational forecasts, increasingly...
Original headline: "KNOU-Flood: Advancing global streamflow forecasting with lead-aware probabilistic machine learning"
Timeline
- October 16, 2026 KNOU-Flood: Advancing global streamflow forecasting with lead-aware probabilistic machine learning arXiv cs.LG