2016

The gulf of aden intermediate water intrusion regulates the southern Red Sea summer phytoplankton blooms

Plos One Year:2016 DOI:10.1371/journal.pone.0168440

Authors: D. Dreano, D. E. Raitsos, J. A. Gittings, I. Hoteit

Red Sea Phytoplankton Blooms

On the efficiency of the hybrid and the second-order sampling formulations of the EnKF: A reality inspired 3D test case for estimating biodegradation rates of chlorinated hydrocarbons in the port of Rotterdam

Hydrology and Earth System Science Year:2016 DOI:10.5194/hess-20-4561-2016

Authors: M.E. Gharamti, J. Valstar, G. Janssen, A. Marsman, I. Hoteit

Anaerobic Degradation Background information Chlorinated Hydrocarbon Ensemble Kalman Filter

On the generation and evolution of internal solitary waves in the southern Red Sea

Journal of Geophysical Research Year:2016 DOI:10.1002/2016JC012221

Authors: D. Guo, T. Akylas, P. Zhan, A. Kartadikaria, I. Hoteit

Generation Mechanism Internal Solitary Waves Numerical Simulation Red Sea SAR Image

Path planning in uncertain flow fields using ensemble method

Ocean Dynamics Year:2016 DOI:10.1007/s10236-016-0979-2

Authors: T. Wang, O. Le Maitre, I. Hoteit, O. Knio

Ensemble Forecast Heading Control Optimal Path Planning Polynomial Chaos

Polynomial chaos-based Bayesian inference of K-profile parameterization in an ocean general circulation model of the tropical Pacific

Monthly Weather Review Year:2016 DOI:10.1175/MWR-D-15-0394.1

Authors: I. Sraj, S. Zedler, C. Jackson, O. Knio, I. Hoteit

Bayesian Methods Ocean Circulation Spectral analysis/models/distribution

A high resolution assessment of wind and wave energy potentials in the Red Sea

Applied Energy Year:2016 DOI:10.1016/j.apenergy.2016.08.076

Authors: S. Langodan, Y. Viswanadhapalli, H. Dasari, O. Knio, I. Hoteit

ARW Reanalysis Red Sea Wave Energy WAVEWATCH III Wind Energy

A Bayesian consistent dual ensemble Kalman filter for state-parameter estimation in subsurface hydrology

Hydrology and Earth System Science Year:2016 DOI:10.5194/hess-20-3289-2016

Authors: B. Ait-El-Fquih, M.E. Gharamti, I. Hoteit

Dual Filtering Strategy Ensemble Kalman Filter Ensemble Kalman Filtering Numerical Experiments

A variational Bayesian multiple particle filtering scheme for large-dimensional systems

IEEE Transactions on Signal Processing Year:2016 DOI:10.1109/TSP.2016.2580524

Authors: B. Ait-El-Fquih, I. Hoteit

Bayesian Filtering Hidden Markov Chain High Dimension Particle Filtering Sequential Monte Carlo Variational Bayes

The eddy kinetic energy budget in the Red Sea

Journal of Geophysical Research Year:2016 DOI:10.1002/2015JC011589

Authors: P. Zhan, A. Subramanian, F. Yao, A. Kartadikaria, D. Guo, I. Hoteit

Eddy Eddy Kinetic Energy Red Sea

Single-site Lennard-Jones models via polynomial chaos surrogate of Monte Carlo molecular simulation

Journal of Chemical Physics Year:2016 DOI:10.1063/1.4952976

Authors: A. Kadoura, O. Knio, S. Sun, I. Hoteit

Complex Molecules Computational Time Large-scale Optimization Lennard-Jones Model Molecular Simulations Polynomial Chaos Supercritical Isotherm

A sparse Bayesian imaging technique for efficient recovery of reservoir channels with time-lapse seismic measurements

IEEE of Selected Topics in Applied Earth Observations and Remote Sensing Year:2016 DOI:10.1109/JSTARS.2016.2563163

Authors: F. Sana, F. Ravanelli, T. Al-Nafouri, I. Hoteit

Ensemble Kalman Filter (EnKF) K-SVD Orthogonal Matching Pursuit (OMP) Reservoir History Matching Seismic Imaging Sparsity Subsurface Channels Recovery Support Agnostic Bayesian Matching Pursuit (SABMP)

Data assimilation of depth-distributed satellite chlorophyll-a in two Mediterranean contrasting sites

Journal of Marine Systems Year:2016 DOI:10.1016/j.jmarsys.2016.03.018

Authors: S. Kalaroni, K. Tsiaras, G. Petihakis, I. Hoteit, A. Economou-Amilli, G. Triantafyllou

Chlorophyll Data Assimilation Ecosystem Model Ensemble Kalman Filter Mediterranean Sea Ocean Color

Orthogonal matching pursuit for enhanced recovery of sparse geological structures with the ensemble Kalman filter

IEEE of Selected Topics in Applied Earth Observations and Remote Sensing Year:2016 DOI:10.1109/JSTARS.2016.2518119

Authors: F. Sana, K. Katterbauer, T. Al-Nafouri, I. Hoteit

Compressed Sensing (CS) Ensemble Kalman Filter (EnKF) K-SVD Orthogonal Matching Pursuit (OMP) Sparsity State-parameter Estimation Subsurface Characterization

A study of reduced order 4DVAR with a finite element shallow water model

International Journal of Numerical Methods in Fluids Year:2016 DOI:10.1002/fld.4167

Authors: U. Altaf, M. Ambrozic, M. McCabe, I. Hoteit

Proper Orthogonal Decomposition Reduced Variational Data Assimilation Shallow Water Models Variational Data Assimilation

Assessing clustering strategies for Gaussian mixture filtering of a subsurface contaminant model

Journal of Hydrology Year:2016 DOI:10.1016/j.jhydrol.2016.01.048

Authors: B. Lui, M.E. Gharamti, I. Hoteit

Clustering Ensemble Kalman Filtering Gaussian Mixtures Particle Filtering Subsurface Contaminant Model

Impact of atmospheric data assimilation on wave simulation in the Red Sea

Ocean Engineering Year:2016 DOI:10.1016/j.oceaneng.2016.02.020

Authors: S. Langodan, V. Yesubabu, I. Hoteit

3DVAR Data Assimilation Red Sea Wave Modeling WRF Model

Predicting extreme rainfall events over Jeddah, Saudi Arabia: Impact of data assimilation with conventional and satellite observations

Royal Meteorological Society Year:2016 DOI:10.1002/qj.2654

Authors: V. Yesubabu, C. V. Srinivas, S. Langodan, I. Hoteit

3D-Var Data Assimilation Flash Flood Jeddah WRF Model

Efficient Kernel-based ensemble Gaussian mixture filtering

Monthly Weather Review Year:2016 DOI:10.1175/MWR-D-14-00292.1

Authors: A. Lui, B. Ait-El-Fquih, I. Hoteit

Bayesian Filtering Data Assimilation Efficient Implementation Ensemble-Monte Carlo Method Gaussian Mixtures

Synergizing crosswell seismic and electromagnetic techniques for enhancing reservoir characterization

Journal of Petroleum Science and Engineering Year:2016 DOI:10.2118/174559-PA

Authors: K. Katterbauer, I. Hoteit, S. Sun

Seismic and Electromagnetic Techniques Hydrocarbon Projects 2D 3D Reservoirs

Enhanced characterization of reservoir hydrocarbon reservoir components using electromagnetic data attributes

Journal of Petroleum Science and Engineering Year:2016 DOI:10.1016/j.petrol.2015.12.015

Authors: K. Katterbauer, S. Arango, S. Sun, I. Hoteit

Archie Parameter Estimation Electromagnetic Data Ensemble Based History Matching History Matching Observation Error Covariance Estimation