Emmanouil N Anagnostou
Biographic Data
| ID | 6717840 |
|---|---|
| NAME | Emmanouil N Anagnostou |
| GIVEN NAMES | Emmanouil N |
| FAMILY NAME | Anagnostou |
| SIGNATURE | ANAGNOSTOU E N |
| AFFILIATIONS | University of Connecticut |
| ORCID | 0000-0002-1468-9422 |
| VERIFIED | Yes |
| TOTAL WORKS | 2 |
| TOTAL CITATIONS | 2 |
| WORKS AS AUTHOR | 2 |
| WORKS AS EDITOR | 0 |
| FIRST PUBLICATION YEAR | 2011 |
| LATEST PUBLICATION YEAR | 2021 |
| H-INDEX | 1 |
Estimation of flood-damaged cropland area using a convolutional neural network
Flood damage to croplands poses a significant threat to global food security. Effective disaster management to cope with future climate change, especially extreme precipitation, requires a robust framework to estimate such damage. For this study, we develop a model based on a convolutional neural network to estimate the area (in acres) of cropland damaged by flooding at the county level. Then we demonstrate the model’s performance for the period …
Flash flood forecasting, warning and risk management
Flash flood forecasting, warning and risk management
Estimation of flood-damaged cropland area using a convolutional neural network
Flood damage to croplands poses a significant threat to global food security. Effective disaster management to cope with future climate change, especially extreme precipitation, requires a robust framework to estimate such damage. For this study, we develop a model based on a convolutional neural network to estimate the area (in acres) of cropland damaged by flooding at the county level. Then we demonstrate the model’s performance for the period …
Computer Science (2 works) · Environmental Science (2 works) · Flood myth (2 works) · Flood Risk Assessment and Management (2 works) · Geography (2 works) · Agriculture (1 work) · Agronomy (1 work) · Algorithm (1 work) · Business (1 work) · Climate change (1 work)