Latest Research in Hydrological Forecasting Using AI

Top Research Topics in Hydrological Forecasting Using AI

• Climate variability and models — 10 papers
• Hydrology and Watershed Management Studies — 10 papers
• Hydrological Forecasting Using AI — 4 papers
• Meteorological Phenomena and Simulations — 1 papers
• Water resources management and optimization — 1 papers
• Precipitation Measurement and Analysis — 1 papers
• Advanced Neural Network Applications — 1 papers
• Conservation Techniques and Studies — 1 papers
• Cryospheric studies and observations — 1 papers
• Flood Risk Assessment and Management — 1 papers

Highest-Cited Papers

1. Emerging Divergence Between Dry‐ and Humid‐Heat in China Under Weakening Temperature‐Humidity Coupling
2. Improvement in ensemble-based localized rainfall forecast skills over the Indian northwestern Himalaya states using initial states from a high-resolution land data assimilation system
3. Assessing the limits of climate-driven and memory-enhanced streamflow forecasting in the regulated euphrates river under CMIP6 scenarios
4. ENSO or the Atlantic: Which Actually Governs the Hydrological Vulnerability of the Caatinga?
5. Synoptic and large‐scale drivers of extreme precipitation events in the Himalayas
6. Large-scale climate drivers of extreme compound events in the Amazon from interannual to long-term timescales (1982–2024)
7. Downscaling of Temperatures Over the Eastern Mediterranean for the 21st Century
8. Reservoir Storage Forecasting Using Machine Learning in the Troy Region, Türkiye
9. Uncertainty Estimation in Predicting River Discharge Using Probabilistic Machine Learning and Conformal Prediction
10. Reorganization of the Spatial Dependence Structure of Indian Summer Monsoon Rainfall Extremes, 1951–2025
11. Machine learning based precipitation modeling using multi satellite data for climate resilient water resource management in Bundelkhand India
12. Spatio‐Temporal Variability and Trends in Frost‐Free Season Parameters Across Finland: Associations With Large‐Scale Atmospheric Circulation Patterns
13. Coupling WRF with HEC-HMS for streamflow forecasting in typical mountainous catchments of northwestern Iran
14. Advanced machine learning techniques for daily streamflow forecasting: a case study of the Brahmaputra River
15. Integrating machine learning to assess climate risks on reservoir’s inflow and hydropower generation across West African basins
16. Automatic segmentation of skeleton drainage pattern using local basin graph based on graph neural network
17. Observation-constrained transfer learning on global runoff projections
18. National-scale hydroclimatic exposure screening of earthen heritage sites in China under changing precipitation regimes
19. Climate Signal or Network Artefact? A Relative-Homogeneity and Gauge-Support Screen for Areal Precipitation Trends, Applied to 73 Greek Lake Catchments
20. Evaluating CORDEX-CORE Regional Climate Models for Precipitation Simulation: A Multi-Criteria Ranking Approach for Agro-Hydrological Applications in the Cauvery Delta, Tamil Nadu