List of works - Hamid Moradkhani

A Multivariate Scaling System Is Essential to Characterize the Tropical Cyclones' Risk

scientific article published in May 2022

A Place-based Assessment of Flash Flood Hazard and Vulnerability in the Contiguous United States

scientific article published on 16 January 2020

A sequential Bayesian approach for hydrologic model selection and prediction

article

Accounting for uncertainties in compound flood hazard assessment: The value of data assimilation

scientific article published in January 2022

Atmospheric Circulation Patterns Associated with Extreme United States Floods Identified via Machine Learning

scientific article published on 09 May 2019

Compound Effects of Flood Drivers and Wetland Elevation Correction on Coastal Flood Hazard Assessment

scientific article published in July 2020

Drought Vulnerability in the United States: An Integrated Assessment

scientific article published in 2020

Dual state–parameter estimation of hydrological models using ensemble Kalman filter

article

Enabling incremental adaptation in disadvantaged communities: polycentric governance with a focus on non-financial capital

Ensemble prediction and data assimilation for operational hydrology

scholarly article by Dong-Jun Seo et al published November 2014 in Journal of Hydrology

Escalating heat-stress mortality risk due to global warming in the Middle East and North Africa (MENA)

article

Evolution of ensemble data assimilation for uncertainty quantification using the particle filter-Markov chain Monte Carlo method

article by Hamid Moradkhani et al published December 2012 in Water Resources Research

Fusing Multisource Data to Estimate the Effects of Urbanization, Sea Level Rise, and Hurricane Impacts on Long-Term Wetland Change Dynamics

scientific article published in 2021

Future drought risk in Africa: Integrating vulnerability, climate change, and population growth

scientific article published on 23 January 2019

Hydrologic Remote Sensing and Land Surface Data Assimilation

scientific article

Hydrological Research Evolution: A Large Language Model‐Based Analysis of 310,000 Studies Published Globally Between 1980 and 2023

scientific article published in June 2024

Hydrological drought persistence and recovery over the CONUS: A multi-stage framework considering water quantity and quality

scientific article published on 21 November 2018

Improved streamflow forecasting using self-organizing radial basis function artificial neural networks

scholarly article by Hamid Moradkhani et al published August 2004 in Journal of Hydrology

Improving robustness of hydrologic parameter estimation by the use of moving block bootstrap resampling

Investigating the impact of remotely sensed precipitation and hydrologic model uncertainties on the ensemble streamflow forecasting

article

Large-scale compound flood mapping with deep learning and data fusion techniques

scientific article published on 3 March 2021

Long Short-Term Memory Networks for Real-Time Runoff Forecasting using Remotely Sensed Data

scientific article published on 4 March 2021

Multi-dimensional assessment of drought vulnerability in Africa: 1960-2100

article

Real-time coastal flood hazard assessment using DEM-based hydrogeomorphic classifiers

scientific article published on 21 April 2022

Real-time coastal flood hazard assessment using DEM-based hydrogeomorphic classifiers

scientific article published on 9 December 2021

Supplementary material to "Real-time coastal flood hazard assessment using DEM-based hydrogeomorphic classifiers"

scientific article published on 9 December 2021

The Quest for Model Uncertainty Quantification: A Hybrid Ensemble and Variational Data Assimilation Framework.

scientific article published on 25 March 2019

Toward Improved Hydrologic Prediction with Reduced Uncertainty Using Sequential Multi-Model Combination

Toward a more effective hurricane hazard communication

scientific article published on 27 May 2020

Uncertainty assessment of hydrologic model states and parameters: Sequential data assimilation using the particle filter

article

Unraveling the Relationship Between Tropical Storms and Agricultural Drought

scientific article published in 2022

List of works by Hamid Moradkhani

A Multivariate Scaling System Is Essential to Characterize the Tropical Cyclones' Risk

A Place-based Assessment of Flash Flood Hazard and Vulnerability in the Contiguous United States

A sequential Bayesian approach for hydrologic model selection and prediction

Accounting for uncertainties in compound flood hazard assessment: The value of data assimilation

Atmospheric Circulation Patterns Associated with Extreme United States Floods Identified via Machine Learning

Compound Effects of Flood Drivers and Wetland Elevation Correction on Coastal Flood Hazard Assessment

Drought Vulnerability in the United States: An Integrated Assessment

Dual state–parameter estimation of hydrological models using ensemble Kalman filter

Enabling incremental adaptation in disadvantaged communities: polycentric governance with a focus on non-financial capital

Ensemble prediction and data assimilation for operational hydrology

Escalating heat-stress mortality risk due to global warming in the Middle East and North Africa (MENA)

Evolution of ensemble data assimilation for uncertainty quantification using the particle filter-Markov chain Monte Carlo method

Fusing Multisource Data to Estimate the Effects of Urbanization, Sea Level Rise, and Hurricane Impacts on Long-Term Wetland Change Dynamics

Future drought risk in Africa: Integrating vulnerability, climate change, and population growth

Hydrologic Remote Sensing and Land Surface Data Assimilation

Hydrological Research Evolution: A Large Language Model‐Based Analysis of 310,000 Studies Published Globally Between 1980 and 2023

Hydrological drought persistence and recovery over the CONUS: A multi-stage framework considering water quantity and quality

Improved streamflow forecasting using self-organizing radial basis function artificial neural networks

Improving robustness of hydrologic parameter estimation by the use of moving block bootstrap resampling

Investigating the impact of remotely sensed precipitation and hydrologic model uncertainties on the ensemble streamflow forecasting

Large-scale compound flood mapping with deep learning and data fusion techniques

Long Short-Term Memory Networks for Real-Time Runoff Forecasting using Remotely Sensed Data

Multi-dimensional assessment of drought vulnerability in Africa: 1960-2100

Real-time coastal flood hazard assessment using DEM-based hydrogeomorphic classifiers

Real-time coastal flood hazard assessment using DEM-based hydrogeomorphic classifiers

Supplementary material to "Real-time coastal flood hazard assessment using DEM-based hydrogeomorphic classifiers"

The Quest for Model Uncertainty Quantification: A Hybrid Ensemble and Variational Data Assimilation Framework.

Toward Improved Hydrologic Prediction with Reduced Uncertainty Using Sequential Multi-Model Combination

Toward a more effective hurricane hazard communication

Uncertainty assessment of hydrologic model states and parameters: Sequential data assimilation using the particle filter

Unraveling the Relationship Between Tropical Storms and Agricultural Drought