Machine learning methods applied to sea level predictions in the upper part of a tidal estuary

A hybrid approach for El Niño prediction based on Empirical Mode Decomposition and convolutional LSTM Encoder-Decoder

(2021) Si Wang et al.   COMPUTERS & GEOSCIENCES

Statistical and machine learning ensemble modelling to forecast sea surface temperature

(2020) Stefan Wolff et al.   JOURNAL OF MARINE SYSTEMS

A novel model to predict significant wave height based on long short-term memory network

(2020) Shuntao Fan et al.   OCEAN ENGINEERING

Tide-surge interaction in Ria de Aveiro lagoon and its influence in local inundation patterns

(2020) João P. Pinheiro et al.   CONTINENTAL SHELF RESEARCH

A multi-layer perceptron approach for accelerated wave forecasting in Lake Michigan

(2020) Xi Feng et al.   OCEAN ENGINEERING

Near real-time significant wave height forecasting with hybridized multiple linear regression algorithms

(2020) Mumtaz Ali et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Long-Lead-Time Prediction of Storm Surge Using Artificial Neural Networks and Effective Typhoon Parameters: Revisit and Deeper Insight

(2020) Wei-Ting Chao et al.   Water

Amplification and deformation of tidal wave in the Upper Scheldt Estuary

(2019) Zheng Bing Wang et al.   OCEAN DYNAMICS

Construction of Multi-Year Time-Series Profiles of Suspended Particulate Inorganic Matter Concentrations Using Machine Learning Approach

(2017) Pannimpullath Renosh et al.   Remote Sensing

Coupling SWAT and ANN models for enhanced daily streamflow prediction

(2016) Navideh Noori et al.   JOURNAL OF HYDROLOGY

A hybrid approach to monthly streamflow forecasting: Integrating hydrological model outputs into a Bayesian artificial neural network

(2016) Greer B. Humphrey et al.   JOURNAL OF HYDROLOGY

An efficient artificial intelligence model for prediction of tropical storm surge

(2016) M. Reza Hashemi et al.   NATURAL HAZARDS

Modelling dynamics and exchanges of fine sediments in the bay of Brest

(2015) Alexis Beudin et al.   HOUILLE BLANCHE-REVUE INTERNATIONALE DE L EAU

Large and local-scale influences on physical and chemical characteristics of coastal waters of Western Europe during winter

(2014) Paul Tréguer et al.   JOURNAL OF MARINE SYSTEMS

The NCEP Climate Forecast System Version 2

(2013) Suranjana Saha et al.   JOURNAL OF CLIMATE

MLR and ANN models of significant wave height on the west coast of India

(2012) Senay Asma et al.   COMPUTERS & GEOSCIENCES

Tide gauge datum continuity at Brest since 1711: France's longest sea-level record

(2008) Guy Wöppelmann et al.   GEOPHYSICAL RESEARCH LETTERS