Forecasting of Extreme Storm Tide Events Using NARX Neural Network-Based Models

Artificial Intelligence models for prediction of the tide level in Venice

(2021) Francesco Granata et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

Tide Prediction in the Venice Lagoon Using Nonlinear Autoregressive Exogenous (NARX) Neural Network

(2021) Fabio Di Nunno et al.   Water

Accurate tide level estimation: A deep learning approach

(2020) Amin Riazi   OCEAN ENGINEERING

Evapotranspiration evaluation models based on machine learning algorithms—A comparative study

(2019) Francesco Granata   AGRICULTURAL WATER MANAGEMENT

Artificial intelligence based approaches to evaluate actual evapotranspiration in wetlands

(2019) Francesco Granata et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Real-time reservoir operation using recurrent neural networks and inflow forecast from a distributed hydrological model

(2019) Shuyu Yang et al.   JOURNAL OF HYDROLOGY

The impact of operating the mobile barriers in Venice (MOSE) under climate change

(2019) Georg Umgiesser   JOURNAL FOR NATURE CONSERVATION

Input selection and data-driven model performance optimization to predict the Standardized Precipitation and Evaporation Index in a drought-prone region

(2018) Soukayna Mouatadid et al.   ATMOSPHERIC RESEARCH

Daily sea level prediction at Chiayi coast, Taiwan using extreme learning machine and relevance vector machine

(2018) Moslem Imani et al.   GLOBAL AND PLANETARY CHANGE

Wave prediction using wave rider position measurements and NARX network in wave energy conversion

(2018) Mohammed A.A. Desouky et al.   APPLIED OCEAN RESEARCH

Machine Learning Models for Spring Discharge Forecasting

(2018) Francesco Granata et al.   GEOFLUIDS

The Use of NARX Neural Networks to Forecast Daily Groundwater Levels

(2017) Sandra M. Guzman et al.   WATER RESOURCES MANAGEMENT

Flood forecasting within urban drainage systems using NARX neural network

(2017) Yves Abou Rjeily et al.   WATER SCIENCE AND TECHNOLOGY

Simultaneous hydrological prediction at multiple gauging stations using the NARX network for Kemaman catchment, Terengganu, Malaysia

(2016) Wei-Koon Lee et al.   HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES

Stream-flow forecasting using extreme learning machines: A case study in a semi-arid region in Iraq

(2016) Zaher Mundher Yaseen et al.   JOURNAL OF HYDROLOGY

Support Vector Regression for Rainfall-Runoff Modeling in Urban Drainage: A Comparison with the EPA’s Storm Water Management Model

(2016) Francesco Granata et al.   Water

Neuro-fuzzy and neural network techniques for forecasting sea level in Darwin Harbor, Australia

(2012) Sepideh Karimi et al.   COMPUTERS & GEOSCIENCES

A comparison of performance of several artificial intelligence methods for forecasting monthly discharge time series

(2009) Wen-Chuan Wang et al.   JOURNAL OF HYDROLOGY