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Modeling rainfall-induced 2D inundation simulation based on the ANN-derived models with precipitation and water-level measurements at roadside IoT sensors

Scientific reports, 2023-10, Vol.13 (1), p.17664-17664, Article 17664

Wu, Shiang-Jen

2023

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Modeling of uncertainty for flood wave propagation induced by variations in initial and boundary conditions using expectation operator on explicit numerical solutions

International journal for numerical methods in engineering, 2018-03, Vol.113 (9), p.1447-1465

2018

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Real-time error correction of two-dimensional flood-inundation simulations during rainstorm events

Stochastic environmental research and risk assessment, 2020-05, Vol.34 (5), p.641-667

2020

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Modeling probabilistic-based 1D riverbed elevation estimation model due to uncertainties in runoff and sediment-related factors

Hydrology Research, 2023-12, Vol.54 (12), p.1522-1556

2023

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Modeling probabilistic-based reliability assessment of gridded rainfall thresholds for shallow landslide occurrence due to the uncertainty of rainfall in time and space

Journal of hydroinformatics, 2023-05, Vol.25 (3), p.706-737

2023

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Stochastic modeling of gridded short-term rainstorms

Hydrology Research, 2021-08, Vol.52 (4), p.876-904

2021

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Stochastic modeling of artificial neural networks for real-time hydrological forecasts based on uncertainties in transfer functions and ANN weights

Hydrology Research, 2021-12, Vol.52 (6), p.1490-1525

2021

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Stochastic Modeling for Estimating Real-Time Inundation Depths at Roadside IoT Sensors Using the ANN-Derived Model

Water (Basel), 2021-11, Vol.13 (21), p.3128

2021

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Long-Term Temporal Flood Predictions Made Using Convolutional Neural Networks

Water (Basel), 2022-12, Vol.14 (24), p.4134

2022

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Long-Term Flooding Maps Forecasting System Using Series Machine Learning and Numerical Weather Prediction System

Water (Basel), 2022-10, Vol.14 (20), p.3346

2022

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Enhancing flood verification using Signal Detection Theory (SDT) and IoT Sensors: A spatial scale evaluation

Journal of hydrology (Amsterdam), 2024-06, Vol.636, p.131308, Article 131308

2024

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Variation of uncertainty of drainage density in flood hazard mapping assessment with coupled 1D–2D hydrodynamics model

Natural hazards (Dordrecht), 2022-04, Vol.111 (3), p.2297-2315

2022

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Modeling Reliability Analysis for the Branch-Based Irrigation Water Demands Due to Uncertainties in the Measured Surface Runoff

Agriculture (Basel), 2024-07, Vol.14 (7), p.1107

2024

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Improving the Computational Performance of an Operational Two-Dimensional Real-Time Flooding Forecasting System by Active-Cell and Multi-Grid Methods in Taichung City, Taiwan

Water (Basel), 2018-03, Vol.10 (3), p.319

2018

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Modeling the 2D Inundation Simulation Based on the ANN-Derived Model with Real-Time Measurements at Roadside IoT Sensors

Water (Basel), 2022-07, Vol.14 (14), p.2189

2022

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Spatial Frequency Analysis by Adopting Regional Analysis with Radar Rainfall in Taiwan

Water (Basel), 2022-09, Vol.14 (17), p.2710

2022

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Modeling the effect of uncertainties in rainfall characteristics on flash flood warning based on rainfall thresholds

Natural hazards (Dordrecht), 2015-01, Vol.75 (2), p.1677-1711

2015

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A probabilistic model for evaluating the reliability of rainfall thresholds for shallow landslides based on uncertainties in rainfall characteristics and soil properties

Natural hazards (Dordrecht), 2017-05, Vol.87 (1), p.469-513

2017

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Risk analysis for flood-control structure under consideration of uncertainties in design flood

Natural hazards (Dordrecht), 2011-07, Vol.58 (1), p.117-140

2011

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Reliability analysis for reservoir water supply due to uncertainties in hydrological factors, rainfall-runoff routing and operating rule curves

Journal of hydro-environment research, 2021-01, Vol.34, p.24-45

2021

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A Case Study for the Application of an Operational Two-Dimensional Real-Time Flooding Forecasting System and Smart Water Level Gauges on Roads in Tainan City, Taiwan

Water (Basel), 2018-05, Vol.10 (5), p.574

2018

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Application of modified nonlinear storage function on runoff estimation

Journal of hydro-environment research, 2011-03, Vol.5 (1), p.37-47

2011

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Modeling probabilistic lag time equation in a watershed based on uncertainties in rainfall, hydraulic and geographical factors

Hydrology Research, 2016-12, Vol.47 (6), p.1116-1141

2016

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Real-time correction of water stage forecast using combination of forecasted errors by time series models and Kalman filter method

Stochastic environmental research and risk assessment, 2015-10, Vol.29 (7), p.1903-1920

2015

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Modeling risk analysis for forecasting peak discharge during flooding prevention and warning operation

Stochastic environmental research and risk assessment, 2010-12, Vol.24 (8), p.1175-1191

2010

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Modeling rainfall-induced 2D inundation simulation based on the ANN-derived models with precipitation and water-level measurements at roadside IoT sensors

Modeling of uncertainty for flood wave propagation induced by variations in initial and boundary conditions using expectation operator on explicit numerical solutions

Real-time error correction of two-dimensional flood-inundation simulations during rainstorm events

Modeling probabilistic-based 1D riverbed elevation estimation model due to uncertainties in runoff and sediment-related factors

Modeling probabilistic-based reliability assessment of gridded rainfall thresholds for shallow landslide occurrence due to the uncertainty of rainfall in time and space

Stochastic modeling of gridded short-term rainstorms

Stochastic modeling of artificial neural networks for real-time hydrological forecasts based on uncertainties in transfer functions and ANN weights

Stochastic Modeling for Estimating Real-Time Inundation Depths at Roadside IoT Sensors Using the ANN-Derived Model

Long-Term Temporal Flood Predictions Made Using Convolutional Neural Networks

Long-Term Flooding Maps Forecasting System Using Series Machine Learning and Numerical Weather Prediction System

Enhancing flood verification using Signal Detection Theory (SDT) and IoT Sensors: A spatial scale evaluation

Variation of uncertainty of drainage density in flood hazard mapping assessment with coupled 1D–2D hydrodynamics model

Modeling Reliability Analysis for the Branch-Based Irrigation Water Demands Due to Uncertainties in the Measured Surface Runoff

Improving the Computational Performance of an Operational Two-Dimensional Real-Time Flooding Forecasting System by Active-Cell and Multi-Grid Methods in Taichung City, Taiwan

Modeling the 2D Inundation Simulation Based on the ANN-Derived Model with Real-Time Measurements at Roadside IoT Sensors

Spatial Frequency Analysis by Adopting Regional Analysis with Radar Rainfall in Taiwan

Modeling the effect of uncertainties in rainfall characteristics on flash flood warning based on rainfall thresholds

A probabilistic model for evaluating the reliability of rainfall thresholds for shallow landslides based on uncertainties in rainfall characteristics and soil properties

Risk analysis for flood-control structure under consideration of uncertainties in design flood

Reliability analysis for reservoir water supply due to uncertainties in hydrological factors, rainfall-runoff routing and operating rule curves

A Case Study for the Application of an Operational Two-Dimensional Real-Time Flooding Forecasting System and Smart Water Level Gauges on Roads in Tainan City, Taiwan

Application of modified nonlinear storage function on runoff estimation

Modeling probabilistic lag time equation in a watershed based on uncertainties in rainfall, hydraulic and geographical factors

Real-time correction of water stage forecast using combination of forecasted errors by time series models and Kalman filter method

Modeling risk analysis for forecasting peak discharge during flooding prevention and warning operation

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