Ibrahim Hoteit
Skillful subseasonal Indian Ocean marine heatwave forecasts using a neural network
Subsurface marine heat waves and coral bleaching in the southern red sea linked to remote forcing
New Climate Change Center of Saudi Arabia: Advancing Understanding and Prediction for the Arabian Peninsula Climate
The desert climate of the Arabian Peninsula (AP), marked by sparse rainfall, extreme temperatures, and frequent dust events, significantly impacts its 80‐million population, …
Evaluating a Hybrid Ensemble Data Assimilative coupled Physical-Biogeochemical Ecosystem Model of the Red Sea
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Enhanced Regional Ocean Ensemble Data Assimilation Through Atmospheric Coupling in the SKRIPS Model
We investigate the impact of ocean data assimilation using the Ensemble Adjustment Kalman Filter (EAKF) from the Data Assimilation Research Testbed (DART) on the oceanic and …
Waves in SKRIPS: WAVEWATCH III coupling implementation and a case study of Tropical Cyclone Mekunu
In this work, we integrated the WAVEWATCH III model into the regional coupled model SKRIPS (Scripps-KAUST Regional Integrated Prediction System). The WAVEWATCH III model is …
A variational Bayesian approach for ensemble filtering of stochastically parametrized systems
Modern climate models use both deterministic and stochastic parametrization schemes to represent uncertainties in their physics and inputs. This work considers the problem of …
A Machine Learning Augmented Data Assimilation Method for High-Resolution Observation
The accuracy of initial conditions is an important driver of the forecast skill of numerical weather prediction models. Increases in the quantity of available measurements, in …