Regional hydrological frequency analysis at ungauged sites with random forest regression

A Network Approach for Delineating Homogeneous Regions in Regional Flood Frequency Analysis

(2020) Xudong Han et al.   WATER RESOURCES RESEARCH

Introduction of the GAM model for regional low-flow frequency analysis at ungauged basins and comparison with commonly used approaches

(2018) T.B.M.J. Ouarda et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Development of regional flood frequency analysis techniques using generalized additive models for Australia

(2017) A. Rahman et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

Delineation of homogeneous regions for regional frequency analysis using statistical depth function

(2015) H. Wazneh et al.   JOURNAL OF HYDROLOGY

Flood hazard risk assessment model based on random forest

(2015) Zhaoli Wang et al.   JOURNAL OF HYDROLOGY

A Nonlinear Approach to Regional Flood Frequency Analysis Using Projection Pursuit Regression

(2015) Martin Durocher et al.   JOURNAL OF HYDROMETEOROLOGY

Non-linear canonical correlation analysis in regional frequency analysis

(2015) D. Ouali et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

Regional Flood Frequency Analysis using Soft Computing Techniques

(2015) Rakesh Kumar et al.   WATER RESOURCES MANAGEMENT

Regional Frequency Analysis at Ungauged Sites with the Generalized Additive Model

(2014) F. Chebana et al.   JOURNAL OF HYDROMETEOROLOGY

Assessment of flood hazard based on natural and anthropogenic factors using analytic hierarchy process (AHP)

(2013) Stefanos Stefanidis et al.   NATURAL HAZARDS

Application of artificial neural networks in regional flood frequency analysis: a case study for Australia

(2013) K. Aziz et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

Regional flood frequency analysis in eastern Australia: Bayesian GLS regression-based methods within fixed region and ROI framework – Quantile Regression vs. Parameter Regression Technique

(2012) Khaled Haddad et al.   JOURNAL OF HYDROLOGY

Statistical Uncertainty Estimation Using Random Forests and Its Application to Drought Forecast

(2012) Junfei Chen et al.   MATHEMATICAL PROBLEMS IN ENGINEERING

Estimation of water quality characteristics at ungauged sites using artificial neural networks and canonical correlation analysis

(2011) B. Khalil et al.   JOURNAL OF HYDROLOGY

Integrated neural networks for monthly river flow estimation in arid inland basin of Northwest China

(2011) Zailin Huo et al.   JOURNAL OF HYDROLOGY

Regional low-flow frequency analysis using single and ensemble artificial neural networks

(2009) T. B. M. J. Ouarda et al.   WATER RESOURCES RESEARCH

Estimation of nonlinear trends in water quality: An improved approach using generalized additive models

(2008) Richard Morton et al.   WATER RESOURCES RESEARCH

Depth and homogeneity in regional flood frequency analysis

(2008) F. Chebana et al.   WATER RESOURCES RESEARCH

Regional flood frequency analysis at ungauged sites using the adaptive neuro-fuzzy inference system

(2007) C. Shu et al.   JOURNAL OF HYDROLOGY

Intercomparison of regional flood frequency estimation methods at ungauged sites for a Mexican case study

(2007) T.B.M.J. Ouarda et al.   JOURNAL OF HYDROLOGY

Comparison of ice-affected streamflow estimates computed using artificial neural networks and multiple regression techniques

(2007) Karem Chokmani et al.   JOURNAL OF HYDROLOGY