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Akademický článek

HIDRA2: deep-learning ensemble sea level and storm tide forecasting in the presence of seiches – the case of the northern Adriatic

Autor: M. Rus, A. Fettich, M. Kristan, M. Ličer

Publikováno v: Geoscientific Model Development, Vol 16, Pp 271-288 (2023)

We propose a new deep-learning architecture HIDRA2 for sea level and storm tide modeling, which is extremely fast to train and apply and outperforms both our previous network design HIDRA1 and two state-of-the-art numerical ocean models (a NEMO engin

Externí odkaz: https://doaj.org/article/c9dfac1e2f9c465e869b5fae230b3f46

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Akademický článek

HIDRA 1.0: deep-learning-based ensemble sea level forecasting in the northern Adriatic

Autor: L. Žust, A. Fettich, M. Kristan, M. Ličer

Publikováno v: Geoscientific Model Development, Vol 14, Pp 2057-2074 (2021)

Interactions between atmospheric forcing, topographic constraints to air and water flow, and resonant character of the basin make sea level modelling in the Adriatic a challenging problem. In this study we present an ensemble deep-neural-network-base

Externí odkaz: https://doaj.org/article/d27a9ca5e28c4df891c62735ce0079ba

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Akademický článek

Lagrangian modelling of a person lost at sea during the Adriatic scirocco storm of 29 October 2018

Autor: M. Ličer, S. Estival, C. Reyes-Suarez, D. Deponte, A. Fettich

Publikováno v: Natural Hazards and Earth System Sciences, Vol 20, Pp 2335-2349 (2020)

On 29 October 2018 a windsurfer's mast broke about 1 km offshore from Istria during a severe scirocco storm in the northern Adriatic Sea. He drifted in severe marine conditions until he eventually beached alive and well in Sistiana (Italy) 24 h l

Externí odkaz: https://doaj.org/article/99ab64c25f9a4570925815f8901f2012

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Akademický článek

Integrated sea storm management strategy: the 29 October 2018 event in the Adriatic Sea

Autor: C. Ferrarin, A. Valentini, M. Vodopivec, D. Klaric, G. Massaro, M. Bajo, F. De Pascalis, A. Fadini, M. Ghezzo, S. Menegon, L. Bressan, S. Unguendoli, A. Fettich, J. Jerman, M. Ličer, L. Fustar, A. Papa, E. Carraro

Publikováno v: Natural Hazards and Earth System Sciences, Vol 20, Pp 73-93 (2020)

Addressing coastal risks related to sea storms requires an integrative approach which combines monitoring stations, forecasting models, early warning systems, and coastal management and planning. Such great effort is sometimes possible only through t

Externí odkaz: https://doaj.org/article/a55adc4b69ef4c06b79292d22512150b

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Akademický článek

Modeling the ocean and atmosphere during an extreme bora event in northern Adriatic using one-way and two-way atmosphere–ocean coupling

Autor: M. Ličer, P. Smerkol, A. Fettich, M. Ravdas, A. Papapostolou, A. Mantziafou, B. Strajnar, J. Cedilnik, M. Jeromel, J. Jerman, S. Petan, V. Malačič, S. Sofianos

Publikováno v: Ocean Science, Vol 12, Iss 1, Pp 71-86 (2016)

We have studied the performances of (a) a two-way coupled atmosphere–ocean modeling system and (b) one-way coupled ocean model (forced by the atmosphere model), as compared to the available in situ measurements during and after a strong Adriatic bo

Externí odkaz: https://doaj.org/article/8cee126035b349c1b0f80a194657b43c

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