Improving the particle filter for data assimilation in hydraulic modeling by using a Cauchy likelihood function

Partition of one-dimensional river flood routing uncertainty due to boundary conditions and riverbed roughness

(2022) Jiabiao Wang et al.   JOURNAL OF HYDROLOGY

A dual state-parameter updating scheme using the particle filter and high-spatial-resolution remotely sensed snow depths to improve snow simulation

(2021) Pengfei Han et al.   JOURNAL OF HYDROLOGY

Soil moisture map construction by sequential data assimilation using an extended Kalman filter

(2021) Bernard T. Agyeman et al.   JOURNAL OF HYDROLOGY

Climate change impact assessment on pluvial flooding using a distribution-based bias correction of regional climate model simulations

(2021) Parisa Hosseinzadehtalaei et al.   JOURNAL OF HYDROLOGY

Future projections of flooding characteristics in the Lancang-Mekong River Basin under climate change

(2021) Shuxia Wang et al.   JOURNAL OF HYDROLOGY

Reply to comment by Jie Qin and Teng Wu on “A Modified Particle Filter‐based Data Assimilation Method for a High‐precision 2‐D Hydrodynamic Model Considering Spatial‐temporal Variability of Roughness: Simulation of Dam‐break Flood Inundation”

(2020) Yin Cao et al.   WATER RESOURCES RESEARCH

Improving Forecast Skill of Lowland Hydrological Models Using Ensemble Kalman Filter and Unscented Kalman Filter

(2020) Y. Sun et al.   WATER RESOURCES RESEARCH

Particle filter data assimilation of monthly snow depth observations improves estimation of snow density and SWE

(2019) Eric J. Smyth et al.   WATER RESOURCES RESEARCH

A Modified Particle Filter‐Based Data Assimilation Method for a High‐Precision 2‐D Hydrodynamic Model Considering Spatial‐temporal Variability of Roughness: Simulation of Dam‐Break Flood Inundation

(2019) Yin Cao et al.   WATER RESOURCES RESEARCH

Development of a flood-damage-based flood forecasting technique

(2018) Eui Hoon Lee et al.   JOURNAL OF HYDROLOGY

Near real-time assimilation of SAR derived flood maps for improving flood forecasts.

(2018) Renaud Hostache et al.   WATER RESOURCES RESEARCH

Improving the real-time probabilistic channel flood forecasting by incorporating the uncertainty of inflow using the particle filter

(2018) Xing-ya Xu et al.   Journal of Hydrodynamics

Correction of pumping station parameters in a one-dimensional hydrodynamic model using the Ensemble Kalman filter

(2018) Xiaohui Lei et al.   JOURNAL OF HYDROLOGY

A real-time probabilistic channel flood-forecasting model based on the Bayesian particle filter approach

(2017) Xingya Xu et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Bayesian flood forecasting methods: A review

(2017) Shasha Han et al.   JOURNAL OF HYDROLOGY

Improving physically based snow simulations by assimilating snow depths using the particle filter

(2017) Jan Magnusson et al.   WATER RESOURCES RESEARCH

Coupling the k-nearest neighbor procedure with the Kalman filter for real-time updating of the hydraulic model in flood forecasting

(2016) Kailei Liu et al.   International Journal of Sediment Research

Toward a reliable prediction of seasonal forecast uncertainty: Addressing model and initial condition uncertainty with ensemble data assimilation and Sequential Bayesian Combination

(2014) Caleb M. DeChant et al.   JOURNAL OF HYDROLOGY

Using Residual Resampling and Sensitivity Analysis to Improve Particle Filter Data Assimilation Accuracy

(2013) Hongjuan Zhang et al.   IEEE Geoscience and Remote Sensing Letters

Flood management selections for the Yangtze River midstream after the Three Gorges Project operation

(2012) Hongwei Fang et al.   JOURNAL OF HYDROLOGY

An intermediate distribution between Gaussian and Cauchy distributions

(2012) Tong Liu et al.   PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

State estimation in large-scale open channel networks using sequential Monte Carlo methods: Optimal sampling importance resampling and implicit particle filters

(2012) Mohammad Rafiee et al.   WATER RESOURCES RESEARCH

A coupled 1-D and 2-D channel network mathematical model used for flow calculations in the middle reaches of the yangtze river

(2011) Dong HAN et al.   Journal of Hydrodynamics

Coupled Hydraulic and Kalman Filter Model for Real-Time Correction of Flood Forecast in the Three Gorges Interzone of Yangtze River, China

(2011) Xiao-Ling Wu et al.   JOURNAL OF HYDROLOGIC ENGINEERING

Analysis of One-Dimensional Modelling for Flood Routing in Compound Channels

(2011) Pierfranco Costabile et al.   WATER RESOURCES MANAGEMENT

Classified real-time flood forecasting by coupling fuzzy clustering and neural network

(2010) Minglei REN et al.   International Journal of Sediment Research

Optimal Cross-Sectional Spacing in Preissmann Scheme 1D Hydrodynamic Models

(2009) A. Castellarin et al.   JOURNAL OF HYDRAULIC ENGINEERING

Ensemble flood forecasting: A review

(2009) H.L. Cloke et al.   JOURNAL OF HYDROLOGY

A Bayesian approach to decision-making under uncertainty: An application to real-time forecasting in the river Rhine

(2008) P. Reggiani et al.   JOURNAL OF HYDROLOGY

Data assimilation: From photon counts to Earth System forecasts

(2007) P MATHIEU et al.   REMOTE SENSING OF ENVIRONMENT