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Year | Number of Results |
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Page 1
A nonlinear autoregressive exogenous (NARX) model to predict nitrate concentration in rivers.
Environ Sci Pollut Res Int. 2022 Jun;29(27):40623-40642. doi: 10.1007/s11356-021-18221-8. Epub 2022 Jan 27.
Environ Sci Pollut Res Int. 2022.
PMID: 35083679
A stacked machine learning model for multi-step ahead prediction of lake surface water temperature.
Di Nunno F, Zhu S, Ptak M, Sojka M, Granata F.
Di Nunno F, et al.
Sci Total Environ. 2023 Sep 10;890:164323. doi: 10.1016/j.scitotenv.2023.164323. Epub 2023 May 20.
Sci Total Environ. 2023.
PMID: 37216992
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Short-term forecasts of streamflow in the UK based on a novel hybrid artificial intelligence algorithm.
Di Nunno F, de Marinis G, Granata F.
Di Nunno F, et al.
Sci Rep. 2023 Apr 29;13(1):7036. doi: 10.1038/s41598-023-34316-3.
Sci Rep. 2023.
PMID: 37120698
Free PMC article.
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A novel optimized model based on NARX networks for predicting thermal anomalies in Polish lakes during heatwaves, with special reference to the 2018 heatwave.
Zhu S, Di Nunno F, Ptak M, Sojka M, Granata F.
Zhu S, et al. Among authors: di nunno f.
Sci Total Environ. 2023 Dec 20;905:167121. doi: 10.1016/j.scitotenv.2023.167121. Epub 2023 Sep 17.
Sci Total Environ. 2023.
PMID: 37717777
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Prediction of spring flows using nonlinear autoregressive exogenous (NARX) neural network models.
Di Nunno F, Granata F, Gargano R, de Marinis G.
Di Nunno F, et al.
Environ Monit Assess. 2021 May 22;193(6):350. doi: 10.1007/s10661-021-09135-6.
Environ Monit Assess. 2021.
PMID: 34021408
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Groundwater level prediction in Apulia region (Southern Italy) using NARX neural network.
Di Nunno F, Granata F.
Di Nunno F, et al.
Environ Res. 2020 Nov;190:110062. doi: 10.1016/j.envres.2020.110062. Epub 2020 Aug 15.
Environ Res. 2020.
PMID: 32810497
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An optimized NARX-based model for predicting thermal dynamics and heatwaves in rivers.
Zhu S, Di Nunno F, Sun J, Sojka M, Ptak M, Granata F.
Zhu S, et al. Among authors: di nunno f.
Sci Total Environ. 2024 May 20;926:171954. doi: 10.1016/j.scitotenv.2024.171954. Epub 2024 Mar 26.
Sci Total Environ. 2024.
PMID: 38537824
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