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Enhancing Flash Flood Forecasting: A Novel Infiltration Surrogate Model Approach

https://doi.org/10.2139/ssrn.4788428
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inferredcites →https://doi.org/10.1002/wrcr.20155openalex-extracted
Infiltration into soils: Conceptual approaches and solutions
inferredcites →https://doi.org/10.1002/wrcr.20156openalex-extracted
Macropores and water flow in soils revisited
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Efficient posterior exploration of a high‐dimensional groundwater model from two‐stage Markov chain Monte Carlo simulation and polynomial chaos expansion
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Variable surrogate model-based particle swarm optimization for high-dimensional expensive problems
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The Xinanjiang model applied in China
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Cooperation search algorithm: A novel metaheuristic evolutionary intelligence algorithm for numerical optimization and engineering optimization problems
inferredcites →https://doi.org/10.1016/j.ejrh.2023.101418openalex-extracted
Factors influencing calibration of a semi-distributed mixed runoff hydrological model: A study on nine small mountain catchments in China
inferredcites →https://doi.org/10.1016/j.envsci.2011.05.017openalex-extracted
Flash flood forecasting, warning and risk management: the HYDRATE project
inferredcites →https://doi.org/10.1016/j.envsoft.2011.06.006openalex-extracted
Model emulation and moment-independent sensitivity analysis: An application to environmental modelling
inferredcites →https://doi.org/10.1016/j.jhydrol.2019.03.002openalex-extracted
Risk assessment and sensitivity analysis of flash floods in ungauged basins using coupled hydrologic and hydrodynamic models
inferredcites →https://doi.org/10.1016/j.jhydrol.2023.130039openalex-extracted
A novel approximate solution to slope rainfall infiltration
inferredcites →https://doi.org/10.1016/j.scitotenv.2023.168814openalex-extracted
Physics-informed neural networks as surrogate models of hydrodynamic simulators
inferredcites →https://doi.org/10.1016/s0022-1694(00)00227-4openalex-extracted
Numerical simulation of infiltration, evaporation and shallow groundwater levels with the Richards equation
inferredcites →https://doi.org/10.1016/s0022-1694(96)03110-1openalex-extracted
A unified model for infiltration and redistribution during complex rainfall patterns
inferredcites →https://doi.org/10.1016/s0309-1708(00)00037-3openalex-extracted
Effect of the shape of the soil hydraulic functions near saturation on variably-saturated flow predictions
inferredcites →https://doi.org/10.1017/s0021859600001441openalex-extracted
Studies on Soil Phyics.
inferredcites →https://doi.org/10.1029/2009wr008584openalex-extracted
Optimization and uncertainty assessment of strongly nonlinear groundwater models with high parameter dimensionality
inferredcites →https://doi.org/10.1029/2011wr011527openalex-extracted
Review of surrogate modeling in water resources
inferredcites →https://doi.org/10.1029/2023wr034453openalex-extracted
Surrogate‐Model Assisted Plausibility‐Check, Calibration, and Posterior‐Distribution Evaluation of Subsurface‐Flow Models
inferredcites →https://doi.org/10.1029/92wr02093openalex-extracted
Modeling infiltration for multistorm runoff events
inferredcites →https://doi.org/10.1029/98wr01673openalex-extracted
Robust solution of Richards' equation for nonuniform porous media
inferredcites →https://doi.org/10.1029/wr009i002p00384openalex-extracted
Modeling infiltration during a steady rain
inferredcites →https://doi.org/10.1038/d41586-023-00626-9openalex-extracted
Flash floods: why are more of them devastating the world’s driest regions?
inferredcites →https://doi.org/10.1061/(asce)0733-9437(1997)123:5(386)openalex-extracted
Green and Ampt Infiltration with Redistribution
inferredcites →https://doi.org/10.1063/1.1745010openalex-extracted
CAPILLARY CONDUCTION OF LIQUIDS THROUGH POROUS MEDIUMS
inferredcites →https://doi.org/10.1080/19475705.2020.1811404openalex-extracted
Developing a geomorphological instantaneous unit hydrograph (GIUH) using equivalent Horton-Strahler ratios for flash flood predictions in arid regions
inferredcites →https://doi.org/10.1097/00010694-195709000-00010openalex-extracted
THE THEORY OF INFILTRATION
inferredcites →https://doi.org/10.1097/00010694-198206000-00001openalex-extracted
THE THREE-PARAMETER INFILTRATION EQUATION
inferredcites →https://doi.org/10.1098/rspa.1970.0206openalex-extracted
Kinematic wave theory
inferredcites →https://doi.org/10.1098/rsta.2022.0395openalex-extracted
A novel learning function for adaptive surrogate-model-based reliability evaluation
inferredcites →https://doi.org/10.1109/tec.2014.2358854openalex-extracted
Nonlinear abc-Model for Electrical Machines Using N-D Lookup Tables
inferredcites →https://doi.org/10.1111/j.1752-1688.2009.00302.xopenalex-extracted
Approximating SWAT Model Using Artificial Neural Network and Support Vector Machine1
inferredcites →https://doi.org/10.1175/2007jamc1611.1openalex-extracted
Flood Fatalities in the United States
inferredcites →https://doi.org/10.2134/agronj2003.1352openalex-extracted
Modeling Soil Water and Solute Transport—Fast, Simplified Numerical Solutions
inferredcites →https://doi.org/10.2136/sssaj1980.03615995004400050002xopenalex-extracted
A Closed‐form Equation for Predicting the Hydraulic Conductivity of Unsaturated Soils
inferredcites →https://doi.org/10.2136/vzj2007.0084openalex-extracted
Modeling Coupled Hydrologic and Chemical Processes: Long‐Term Uranium Transport following Phosphorus Fertilization
inferredcites →https://doi.org/10.2136/vzj2011.0150openalex-extracted
Use of Global Sensitivity Analysis to Help Assess Unsaturated Soil Hydraulic Parameters
inferredcites →https://doi.org/10.2136/vzj2016.04.0033openalex-extracted
Recent Developments and Applications of the HYDRUS Computer Software Packages
inferredcites →https://doi.org/10.2136/vzj2018.10.0191openalex-extracted
Infiltration from the Pedon to Global Grid Scales: An Overview and Outlook for Land Surface Modeling
inferredcites →https://doi.org/10.3133/tm6b7openalex-extracted
PRMS-IV, the precipitation-runoff modeling system, version 4
inferredcites →https://doi.org/10.5194/hess-7-680-2003openalex-extracted
Reduction of Monte-Carlo simulation runs for uncertainty estimation in hydrological modelling
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