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Improved drought forecasting in Kazakhstan using machine and deep learning
Improved drought forecasting in Kazakhstan using machine and deep learning: a non-contiguous drought analysis approach
Three-Dimensional Clustering in the Characterization of Spatiotemporal Drought Dynamics
Three-Dimensional Clustering in the Characterization of Spatiotemporal Drought Dynamics: Cluster Size Filter and Drought Indicator Threshold Optimization
Decision Support Framework for Optimal Reservoir Operation to Mitigate Cyanobacterial Blooms in Rivers
Decision Support Framework for Optimal Reservoir Operation to Mitigate Cyanobacterial Blooms in Rivers
Integrating the flow regime and water quality effects into a niche-based metacommunity dynamics model for river ecosystems
Integrating the flow regime and water quality effects into a niche-based metacommunity dynamics model for river ecosystems
Model-Based Assessment of Preventive Drought Management Measures’ Effect on Droughts Severity
Model-Based Assessment of Preventive Drought Management Measures’ Effect on Droughts Severity
Remote Sensed and/or Global Datasets for Distributed Hydrological Modelling
Remote Sensed and/or Global Datasets for Distributed Hydrological Modelling: A Review
Combination of geostatistics and self-organizing maps for the spatial analysis of groundwater level variations in complex hydrogeological systems
Combination of geostatistics and self-organizing maps for the spatial analysis of groundwater level variations in complex hydrogeological systems
Multivariate regression trees as an “explainable machine learning” approach to explore relationships between hydroclimatic characteristics and agricultural and hydrological drought severity
Multivariate regression trees as an “explainable machine learning” approach to explore relationships between hydroclimatic characteristics and agricultural and hydrological drought severity: case of study Cesar River basin
Global and low-cost topographic data to support flood studies
Global and low-cost topographic data to support flood studies
Locating Multiple Leaks in Water Distribution Networks Combining Physically Based and Data-Driven Models and High-Performance Computing
Locating Multiple Leaks in Water Distribution Networks Combining Physically Based and Data-Driven Models and High-Performance Computing
Water Quality Modelling for Nitrate Nitrogen Control Using HEC-RAS: Case Study of Nakdong River in South Korea
Water Quality Modelling for Nitrate Nitrogen Control Using HEC-RAS: Case Study of Nakdong River in South Korea
Near-real-time satellite precipitation data ingestion into peak runoff forecasting models
Near-real-time satellite precipitation data ingestion into peak runoff forecasting models
A Classification-Based Machine Learning Approach to the Prediction of Cyanobacterial Blooms in Chilgok Weir, South Korea
A Classification-Based Machine Learning Approach to the Prediction of Cyanobacterial Blooms in Chilgok Weir, South Korea
Coevolution of machine learning and process-based modelling to revolutionize Earth and environmental sciences
Coevolution of machine learning and process-based modelling to revolutionize Earth and environmental sciences: A perspective
Spatio‐temporal hydrological model structure and parametrization analysis
Spatio‐temporal hydrological model structure and parametrization analysis
Impact of dataset size on the signature-based calibration of a hydrological model
Impact of dataset size on the signature-based calibration of a hydrological model
How well can machine learning models perform without hydrologists?
How well can machine learning models perform without hydrologists?: Application of rational feature selection to improve hydrological forecasting
Development and evaluation of flood forecasting models for forecast-based financing using a novel model suitability matrix
Development and evaluation of flood forecasting models for forecast-based financing using a novel model suitability matrix
An approach to characterise spatio-temporal drought dynamics
An approach to characterise spatio-temporal drought dynamics
Improving AI System Awareness of Geoscience Knowledge
Improving AI System Awareness of Geoscience Knowledge: Symbiotic Integration of Physical Approaches and Deep Learning
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