Sound Speed Profile (SSP) Estimation on GDCSM_Argo 1000 m depth
0.125RMSEMDF-RAGAN
Evaluation Results
| Method | Links | |
|---|---|---|
| MDF-RAGANLocation=(58.5°S, 19.5°E), Training data length=17 years2025.07 | 0.125 | |
| MDF-RAGANLocation=(58.5°S, 26.5°E), Training data length=17 years2025.07 | 0.128 | |
| MDF-RAGANLocation=(58.5°S, 19.5°E), Training data length=10 years2025.07 | 0.138 | |
| MDF-RAGANLocation=(58.5°S, 26.5°E), Training data length=10 years2025.07 | 0.151 | |
| MDF-RAGANLocation=(58.5°S, 26.5°E), Training data length=5 years2025.07 | 0.168 | |
| MDF-RAGANLocation=(55.5°S, 22.5°E), Training data length=10 years2025.07 | 0.176 | |
| MDF-RAGANLocation=(55.5°S, 22.5°E), Training data length=17 years2025.07 | 0.176 | |
| MDF-RAGANLocation=(58.5°S, 19.5°E), Training data length=5 years2025.07 | 0.187 | |
| SITPLocation=(58.5°S, 26.5°E), Training data length=5 years2025.07 | 0.194 | |
| SITPLocation=(58.5°S, 26.5°E), Training data length=10 years2025.07 | 0.194 | |
| SITPLocation=(58.5°S, 26.5°E), Training data length=17 years2025.07 | 0.194 | |
| MEANLocation=(58.5°S, 26.5°E), Training data length=5 years2025.07 | 0.219 | |
| MEANLocation=(58.5°S, 26.5°E), Training data length=10 years2025.07 | 0.219 | |
| MEANLocation=(58.5°S, 26.5°E), Training data length=17 years2025.07 | 0.219 | |
| MDF-RAGANLocation=(55.5°S, 22.5°E), Training data length=5 years2025.07 | 0.226 | |
| MDF-RAGANLocation=(52.5°S, 22.5°E), Training data length=10 years2025.07 | 0.242 | |
| MDF-RAGANLocation=(52.5°S, 22.5°E), Training data length=17 years2025.07 | 0.245 | |
| MDF-RAGANLocation=(52.5°S, 22.5°E), Training data length=5 years2025.07 | 0.266 | |
| SITPLocation=(55.5°S, 22.5°E), Training data length=5 years2025.07 | 0.383 | |
| SITPLocation=(55.5°S, 22.5°E), Training data length=10 years2025.07 | 0.383 | |
| SITPLocation=(55.5°S, 22.5°E), Training data length=17 years2025.07 | 0.383 | |
| SITPLocation=(52.5°S, 22.5°E), Training data length=5 years2025.07 | 0.385 | |
| SITPLocation=(52.5°S, 22.5°E), Training data length=10 years2025.07 | 0.385 | |
| SITPLocation=(52.5°S, 22.5°E), Training data length=17 years2025.07 | 0.385 | |
| MEANLocation=(58.5°S, 19.5°E), Training data length=5 years2025.07 | 0.427 | |
| MEANLocation=(58.5°S, 19.5°E), Training data length=10 years2025.07 | 0.427 | |
| MEANLocation=(58.5°S, 19.5°E), Training data length=17 years2025.07 | 0.427 | |
| SITPLocation=(58.5°S, 19.5°E), Training data length=5 years2025.07 | 0.437 | |
| SITPLocation=(58.5°S, 19.5°E), Training data length=10 years2025.07 | 0.437 | |
| SITPLocation=(58.5°S, 19.5°E), Training data length=17 years2025.07 | 0.437 | |
| Att-CNNLocation=(58.5°S, 26.5°E), Training data length=10 years2025.07 | 0.445 | |
| Att-CNNLocation=(58.5°S, 19.5°E), Training data length=5 years2025.07 | 0.455 | |
| MEANLocation=(55.5°S, 22.5°E), Training data length=5 years2025.07 | 0.457 | |
| MEANLocation=(55.5°S, 22.5°E), Training data length=10 years2025.07 | 0.457 | |
| MEANLocation=(55.5°S, 22.5°E), Training data length=17 years2025.07 | 0.457 | |
| Att-CNNLocation=(58.5°S, 19.5°E), Training data length=10 years2025.07 | 0.46 | |
| Att-CNNLocation=(55.5°S, 22.5°E), Training data length=10 years2025.07 | 0.482 | |
| MEANLocation=(52.5°S, 22.5°E), Training data length=5 years2025.07 | 0.503 | |
| MEANLocation=(52.5°S, 22.5°E), Training data length=10 years2025.07 | 0.503 | |
| MEANLocation=(52.5°S, 22.5°E), Training data length=17 years2025.07 | 0.503 | |
| Att-CNNLocation=(55.5°S, 22.5°E), Training data length=5 years2025.07 | 0.541 | |
| Att-CNNLocation=(52.5°S, 22.5°E), Training data length=10 years2025.07 | 0.542 | |
| Att-CNNLocation=(58.5°S, 26.5°E), Training data length=5 years2025.07 | 0.545 | |
| Att-CNNLocation=(58.5°S, 26.5°E), Training data length=17 years2025.07 | 0.572 | |
| Att-CNNLocation=(52.5°S, 22.5°E), Training data length=17 years2025.07 | 0.613 | |
| Att-CNNLocation=(58.5°S, 19.5°E), Training data length=17 years2025.07 | 0.615 | |
| Att-CNNLocation=(52.5°S, 22.5°E), Training data length=5 years2025.07 | 0.648 | |
| Att-CNNLocation=(55.5°S, 22.5°E), Training data length=17 years2025.07 | 0.661 |