Oil spill risk analysis for the NEOM shoreline

HVR Mittal, MAER Hammoud, AK Carrasco, I Hoteit… - Scientific Reports, 2024 - nature.com
A risk analysis is conducted considering an array of release sources located around the
NEOM shoreline. The sources are selected close to the coast and in neighboring regions of …

[HTML][HTML] Numerical analysis of oil spill scenarios in harbour areas with an Eulerian approach: The Augusta case

F Roman, L Cavallaro - Ocean Engineering, 2025 - Elsevier
Even if they are limited, oil spills remain a significant problem on a global level, especially in
port areas characterized by intense naval traffic. In preparing emergency plans, it is …

Iterative data-driven construction of surrogates for an efficient Bayesian identification of oil spill source parameters from image contours

S El Mohtar, O Le Maître, O Knio, I Hoteit - Computational Geosciences, 2024 - Springer
Identifying the source of an oil spill is an essential step in environmental forensics. The
Bayesian approach allows to estimate the source parameters of an oil spill from available …

Bayesian Neural Networks for Estimating Chlorophyll-A Concentration Based on Satellite-Derived Ocean Colour Observations

MAER Hammoud, N Papagiannopoulos, RJW Brewin… - 2024 - preprints.org
This study explores the use of Bayesian Neural Networks (BNNs) for estimating chlorophyll-
a concentration ([CHL-a]) from remotely sensed data. The BNN model enables uncertainty …