Results
Results
The C-OIL project has provided the following specific results:
- New knowledge in the application and sensitivity analysis of different Artificial Intelligence techniques (Analogues, Adaboost, RNN-LSTM) for the simulation of high resolution currents at coastal and local scale.
- New advances in the optimization of Lagrangian spill simulation models to improve concentration prediction and definition of toxicity thresholds.
- Development of a downscaling methodology downscaling based hydrodynamic downscaling methodology for the prediction of currents at coastal and local scales (ports, bays and estuaries).
- Based on previous results, development of a methodology for the simulation of oil spill evolution based on hybrid AI and numerical modeling techniques.
Dissemination
Published articles:
– Rupani, M., Abascal, A.J., García A., Manzanas, R., 2025. Analogues-Based Hydrodynamic Modelling for Local Scales: A Case Study in Santander Bay, Spain. Proceeding of the 12th International Workshop on Marine Technology (MARTECH 2025), 42-43, ISBN 978-84-09-61714-2
– Martínez, A., Abascal, A.J., García, A., Aragón, G., Medina, R., 2024. Lagrangian modelling of oil concentrations at sea: A sensitivity analysis to the grid resolution and number of Lagrangian elements. Marine Pollution Bulletin, 198, 115787, https://doi.org/10.1016/j.marpolbul.2023.115787
Link to article:
https://www.sciencedirect.com/science/article/pii/S0025326X23012225
– Abascal, A.J., Aragón, G., Gonzalez, M., Pérez-Díaz, B., Bárcena, J.F., Martínez, A., Pedraz, L., García-Alba, J., Largo, A.M., Lamothe, B., García, A., Medina, R., 2022. An operational system to forecast marine and atmospheric pollution from chemical spills in harbour areas. Proceedings of the 44th AMOP Technical Seminar on Environmental Contamination and Response, Environment Canada, Ottawa, 499-513.
Participation in congresses:
– Abascal, A.J., Aragón, G., Pérez, C.A., Núñez, P., Ruiz, I., Rubio, A., Magaña, C.M., Montero, P., Ayensa, G., Chambel, P., García, A., Medina, R., 2025. The scientific response to support the environmental emergency caused by the plastic pellets from the Tocanao ship Spill. Interspill 2025, London (UK), April 8-10, 2025.
– Abascal A.J., García, A., Rupani, M., Julio, A.F., García-Alba, J., Aragón, G., Bárcena, J.F., Badano, L., Pérez, C.A., Manzanas, R., Medina, R., 2024. A coastal and estuarine operational oceanography system and derived downstream services for marine pollution prevention and water quality management. OceanPredict Symposium (OP’24), Paris (France), 18-22 November, 2024.
– Abascal, A.J., Aragón, G., Gonzalez, M., Pérez-Díaz, B., Bárcena, J.F., Martínez, A., Pedraz, L., García-Alba, J., Largo, A.M., Lamothe, B., García, A., Medina, R., 2022 An operational system to forecast marine and atmospheric pollution from chemical spills in harbour areas. 44th AMOP Technical Seminar on Environmental Contamination and Response (AMOP 2022), Vancouver (virtual conference), 7-9 June 2022.
– Abascal, A.J., Gonzalez, M., Aragón, G., Largo, A.M., Lamothe, B., Pedraz, L., Pérez-Díaz, B., de los Ríos, A., Martínez, A., Bárcena, J.F., García, J., García, A., Puente, A., Fernández, F., Medina, R., 2022. A Web-Gis operational system for the risk management of marine and atmospheric pollution from hazardous and noxious substances (HNS) spills in harbor areas. Interspill 2022, Amsterdam (The Netherlands), 21-23 June 2022
