A two-update ensemble Kalman filter for land hydrological data assimilation with an uncertain constraint

Authors: M. Khaki, B. Ait-El-Fquih, I. Hoteit, E. Forootan, J. Awange, M. Kuhn
Constrained Data Assimilation Ensemble Kalman Filtering Weak Constrained Ensemble Kalman Filter Water Budget Closure Hydrological Modelling

Quantifying uncertainties in fault slip distribution during the Tohoku tsunami using Polynomial Chaos

Authors: I. Sraj, K. Mandli, O. Knio, C. Dawson, I. Hoteit
Basis Pursuit Denoising Bayesian Inference Earthquake Inversion Non-intrusive Spectral Projection Polynomial Chaos Tsunami

Inferring soil salinity from multi-configuration electromagnetic induction measurements using adaptive Markov Chain Monte Carlo

Authors: K.Z. Jadoon, U. Altaf, M. McCabe, I. Hoteit, N. Muhammad, L. Weihermuller
Electromagnetic Induction Markov Processes Monte Carlo Methods Adaptive Markov Chain Monte Carlo

Decadal trends in Red Sea maximum surface temperature

Authors: V. Chaidez, D. Dreano, S. Augusti, C. Duarte, I. Hoteit
Sea Surface Temperature Warming

Sensing coral reef connectivity pathways from space

Authors: D. Raitsos, R. Brewin, P. Zhan, D. Dreano, Y. Pradhan, I. Hoteit
Coral Reef Gene Flow Gene Structure Genetic Distance Physical Model Population Model Simulation

Assessing sequential data assimilation techniques for integrating GRACE data into a hydrological model

Authors: M. Khaki, I. Hoteit, M. Kuhn, J. Awange, E. Forootan, C. Pattiaratchi, A. Van Dijk
Data Assimilation GRACE Hydrological Modeling Kalman Filtering Particle Filtering

Assessing an ensemble Kalman filter inference of Manning's n coefficient of a storm surge model against a Polynomial Chaos-based MCMC

Authors: A. Sripitana, T. Mayo, I. Sraj, O. Knio, C. Dawson, O. Le Maitre, I. Hoteit
Manning's n Coefficient Storm Surge Model Framework Kalman Filter Bayesian Inference

Forecasting the ecology of the Red Sea using a cluster of regional 1D marine ecosystem assimilative models

Authors: D. Dreano, G. Triantafyllou, K. Tsiaras, I. Hoteit
Data Assimilation Ensemble Kalman Filter SEIK ERSEM Marine Ecosystem Modelling Red Sea Clustering Chlorophyll Remote Sensing

Analysis of a severe weather event over Mecca, Kingdom of Saudi Arabia using Observations and High-Resolution Modelling

Authors: H. Dasari, R. Attada, O. Knio, I. Hoteit
Mecca Region Storm Strong Winds Rainfall Orography Red Sea Moisture High‐resolution Model

Ensemble data assimilation in the Red Sea: sensitivity to ensemble selection and atmospheric forcing

Authors: H. Toye, P. Zhan, G. Gopalakrishnan, A. Kartadikaria, H. Huang, O. Knio, I. Hoteit
Red Sea Data Assimilation Seasonal Variability Ensemble Kalman Filter Ensemble Optimal Interpolation

A hybrid ensemble-OI Kalman filter for efficient data assimilation into a 3D biogeochemical model of the Mediterranean

Authors: T. Kostas, I. Hoteit, G. Petihakis, S. Kalaroni, G. Triantafyllou
Data Assimilation Biogeochemical Model Kalman Filter Ocean Color Mediterranean

Estimation of error covariances in nonlinear state-space models using Kalman Smoothing and the Expectation-Maximization algorithm

Authors: D. Dreano, P. Tandeo, M. Pulido, B. Ait-El-Fquih, T. Chonavel, I. Hoteit
Expectation–maximization EnKF EnKS Extended Kalman Filter Model Error State‐space Models

The climatology of the Red Sea – Part-I: The wind

Authors: S. Langodan, A. Pomaro, L. Cavaleri, Y. Vishwanadhapalli, L. Bertotti, I. Hoteit
The Red Sea Red Sea Climatology Wind Climate WRF Long‐term Climate Trend

Climatic features of the Red Sea from a regional assimilative model

Authors: V. Yesubabu, H. Dasari, S. Langodan, S. Challa, I. Hoteit
Red Sea Reanalysis WRF Model Dynamical Downscaling Data Assimilation 3DVAR

Bayesian inference of earthquake parameters from buoy data using a polynomial chaos-based surroga

Authors: L. Giraldi, O. Le Maitre, K. Mandli. C. Dawson, I. Hoteit, O. Knio
Uncertainty Quantification Bayesian Inference Polynomial Chaos Expansion Noise Model Low-rank Representation Shallow Water Equation Tsunami Earthquake Inversion

Downscaling the 2D Benard convection equations using continuous data assimilation

Authors: U. Altaf, E. Titi, O. Knio, L. Zhao, M. McCabe, I. Hoteit
Bénard Convection Equations Continuous Data Assimilation Dynamical Downscaling

Integrating gravimetric and interferometric synthetic aperture radar data for enhancing reservoir history matching of carbonate gas and volatile oil reservoirs

Authors: K. Katterbauer, S. Arango, S. Sun, I. Hoteit
Ensemble Kalman Filter Gas Condensate Reservoir Gravimetry History Matching

"KAUST shall be a beacon for peace, hope and reconciliation, and shall serve the people of the Kingdom and the world."

King Abdullah bin Abdulaziz Al Saud, 1924 – 2015

Contact Us

  • 4700 King Abdullah University of Science and Technology

    Thuwal 23955-6900, Kingdom of Saudi Arabia

    Al-Khwarizmi Building (1)

© King Abdullah University of Science and Technology. All rights reserved