Content for tag Sea-Level Forecasting:

Publications - 11

HIDRA-D: deep-learning model for dense sea level forecasting using sparse altimetry and tide gauge data

Marko Rus, Matjaž Ličer and Matej Kristan

Geoscientific Model Development, Copernicus Publications, 2026
Application of the HIDRA2 deep-learning model for sea level forecasting along the Estonian coast of the Baltic Sea

Amirhossein Barzandeh, Matjaž Ličer, Marko Rus, Matej Kristan, Ilja Maljutenko, Jüri Elken, Priidik Lagemaa and Rivo Uiboupin

Ocean Science, 2025
HIDRA3: a deep-learning model for multipoint ensemble sea level forecasting in the presence of tide gauge sensor failures

Marko Rus, Hrvoje Mihanović, Matjaž Ličer and Matej Kristan

Geoscientific Model Development, Copernicus Publications, 2025
HIDRA3: A Robust Deep-Learning Model for Multi-Point Sea-Surface Height and Storm Surges Forecasting

Marko Rus, Hrvoje Mihanović, Matjaž Ličer and Matej Kristan

55th International Liège Colloquium on Ocean Dynamics, 2024
HIDRA3: A Robust Deep-Learning Model for Multi-Point Sea-Surface Height Forecasting

Marko Rus, Hrvoje Mihanović, Matjaž Ličer and Matej Kristan

EGU General Assembly 2024, 2024
Deep-learning transformer-based sea level modeling ensemble for the Adriatic basin

Marko Rus, Matej Kristan and Matjaž Ličer

54th International Liège Colloquium on Ocean Dynamics, 2023
HIDRA-T – A Transformer-Based Sea Level Forecasting Method

Marko Rus, Anja Fettich, Matej Kristan and Matjaž Ličer

International Electrotechnical and Computer Science Conference (ERK), 2023
HIDRA2: deep-learning ensemble sea level and storm tide forecasting in the presence of seiches – the case of the northern Adriatic

Marko Rus, Anja Fettich, Matej Kristan and Matjaž Ličer

EGU General Assembly 2023, 2023
HIDRA2: deep-learning ensemble sea level and storm tide forecasting in the presence of seiches – the case of the northern Adriatic

Marko Rus, Anja Fettich, Matej Kristan and Matjaž Ličer

Geoscientific Model Development, Copernicus Publications, 2023
Improvements of the Adriatic Deep-Learning Sea Level Modeling Network HIDRA

Marko Rus, Matjaž Ličer and Matej Kristan

MAELSTROM dissemination workshop, 2022
HIDRA 1.0: deep-learning-based ensemble sea level forecasting in the northern Adriatic

Lojze Žust, Anja Fettich, Matej Kristan and Matjaž Ličer

Geoscientific Model Development, Copernicus Publications, 2021