Jeff A Polton
Biographic Data
| ID | 7478204 |
|---|---|
| NAME | Jeff A Polton |
| GIVEN NAMES | Jeff A |
| FAMILY NAME | Polton |
| SIGNATURE | POLTON J A |
| AFFILIATIONS | National Oceanography Centre |
| ORCID | 0000-0003-0131-5250 |
| VERIFIED | Yes |
| TOTAL WORKS | 1 |
| TOTAL CITATIONS | 0 |
| WORKS AS AUTHOR | 1 |
| WORKS AS EDITOR | 0 |
| FIRST PUBLICATION YEAR | 2020 |
| LATEST PUBLICATION YEAR | 2020 |
| H-INDEX | 0 |
Estimation of global coastal sea level extremes using neural networks
Accurately predicting total sea-level including tides and storm surges is key to protecting and managing our coastal environment. However, dynamically forecasting sea level extremes is computationally expensive. Here a novel alternative based on ensembles of artificial neural networks independently trained at over 600 tide gauges around the world, is used to predict the total sea-level based on tidal harmonics and atmospheric conditions at each s…
No prominent works on this page.
Estimation of global coastal sea level extremes using neural networks
Accurately predicting total sea-level including tides and storm surges is key to protecting and managing our coastal environment. However, dynamically forecasting sea level extremes is computationally expensive. Here a novel alternative based on ensembles of artificial neural networks independently trained at over 600 tide gauges around the world, is used to predict the total sea-level based on tidal harmonics and atmospheric conditions at each s…
Artificial Intelligence (1 work) · Artificial neural network (1 work) · Climatology (1 work) · Computer Science (1 work) · Environmental Science (1 work) · Geography (1 work) · Geology (1 work) · Hydrological Forecasting Using AI (1 work) · Machine learning (1 work) · Meteorology (1 work)