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Fabio Di Nunno

Observed names: DI NUNNO, Fabio, Di Nunno F, Di Nunno, Fabio, F Di Nunno, F. Di Nunno, F. Nunno
ORCID: 0000-0002-8411-574X
Observed ORCID: 0000-0002-8411-574X
OpenAlex ID: A5074833810
Groundwater level prediction using machine learning algorithms in a drought-prone area
2022 · Quoc Bao Pham, Manish Kumar, et al. · Neural Computing and Applications · 215
Forecasting evapotranspiration in different climates using ensembles of recurrent neural networks
2021 · Francesco Granata, Fabio Di Nunno · Agricultural Water Management · 172
Stacked machine learning algorithms and bidirectional long short-term memory networks for multi-step ahead streamflow forecasting: A comparative study
2022 · Francesco Granata, Fabio Di Nunno, et al. · Journal of Hydrology · 161
Groundwater level prediction in Apulia region (Southern Italy) using NARX neural network
2020 · Fabio Di Nunno, Francesco Granata · Environmental Research · 142
Pathways for Hydrological Resilience: Strategies for Adaptation in a Changing Climate
2025 · Francesco Granata, Fabio Di Nunno · Earth Systems and Environment · 103
Advanced streamflow forecasting for Central European Rivers: The Cutting-Edge Kolmogorov-Arnold networks compared to Transformers
2024 · Francesco Granata, Senlin Zhu, et al. · Journal of Hydrology · 83
Artificial Intelligence models for prediction of the tide level in Venice
2021 · Francesco Granata, Fabio Di Nunno · Stochastic Environmental Research and Risk Assessment · 83
Predicting water quality variables using gradient boosting machine: global versus local explainability using SHapley Additive Explanations (SHAP)
2025 · Khaled Merabet, Fabio Di Nunno, et al. · Earth Science Informatics · 82
A stacked machine learning model for multi-step ahead prediction of lake surface water temperature
2023 · Fabio Di Nunno, Senlin Zhu, et al. · The Science of The Total Environment · 80
Neuroforecasting of daily streamflows in the UK for short- and medium-term horizons: A novel insight
2023 · Francesco Granata, Fabio Di Nunno · Journal of Hydrology · 78
Hydrological extremes in the Mediterranean basin: interactions, impacts, and adaptation in the face of climate change
2025 · Francesco Granata, Senlin Zhu, et al. · Regional Environmental Change · 70
Future trends of reference evapotranspiration in Sicily based on CORDEX data and Machine Learning algorithms
2023 · Fabio Di Nunno, Francesco Granata · Agricultural Water Management · 68
Prediction of spring flows using nonlinear autoregressive exogenous (NARX) neural network models
2021 · Fabio Di Nunno, Francesco Granata, et al. · Environmental Monitoring and Assessment · 62
A Stacked Machine Learning Algorithm for Multi-Step Ahead Prediction of Soil Moisture
2022 · Francesco Granata, Fabio Di Nunno, et al. · Hydrology · 55
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Precipitation Forecasting in Northern Bangladesh Using a Hybrid Machine Learning Model
2022 · Fabio Di Nunno, Francesco Granata, et al. · Sustainability · 54
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Short-term forecasts of streamflow in the UK based on a novel hybrid artificial intelligence algorithm
2023 · Fabio Di Nunno, Giovanni de Marinis, et al. · Scientific Reports · 53
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Forecasting of Extreme Storm Tide Events Using NARX Neural Network-Based Models
2021 · Fabio Di Nunno, Francesco Granata, et al. · Atmosphere · 52
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Tide Prediction in the Venice Lagoon Using Nonlinear Autoregressive Exogenous (NARX) Neural Network
2021 · Fabio Di Nunno, Giovanni de Marinis, et al. · Water · 44
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River flow rate prediction in the Des Moines watershed (Iowa, USA): a machine learning approach
2022 · Ahmed Elbeltagi, Fabio Di Nunno, et al. · Stochastic Environmental Research and Risk Assessment · 43
Spatio-temporal analysis of drought in Southern Italy: a combined clustering-forecasting approach based on SPEI index and artificial intelligence algorithms
2023 · Fabio Di Nunno, Francesco Granata · Stochastic Environmental Research and Risk Assessment · 42
Microplastics in Combined Sewer Overflows: An Experimental Study
2021 · Fabio Di Nunno, Francesco Granata, et al. · Journal of Marine Science and Engineering · 39
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Hybrid Machine Learning Models for Soil Saturated Conductivity Prediction
2022 · Francesco Granata, Fabio Di Nunno, et al. · Water · 36
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Prediction of daily river water temperatures using an optimized model based on NARX networks
2024 · Jiang Sun, Fabio Di Nunno, et al. · Ecological Indicators · 34
Advanced evapotranspiration forecasting in Central Italy: Stacked MLP-RF algorithm and correlated Nystrom views with feature selection strategies
2024 · Francesco Granata, Fabio Di Nunno, et al. · Computers and Electronics in Agriculture · 33
Analysis of trends and abrupt changes in groundwater and meteorological droughts in the United Kingdom
2024 · Fabio Di Nunno, Francesco Granata · Journal of Hydrology · 29
Works count: 94
Citation count: 2,579
H-index: 28
I10-index: 52
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