Sound Speed Profile (SSP) Estimation on GDCSM_Argo (1975 m depth)
0.095RMSEMDF-RAGAN
Evaluation Results
| Method | Links | |
|---|---|---|
| MDF-RAGANLocation=(58.5°S, 19.5°E), Training data length=17 years2025.07 | 0.095 | |
| MDF-RAGANLocation=(58.5°S, 26.5°E), Training data length=17 years2025.07 | 0.1 | |
| MDF-RAGANLocation=(58.5°S, 19.5°E), Training data length=10 years2025.07 | 0.105 | |
| MDF-RAGANLocation=(58.5°S, 26.5°E), Training data length=10 years2025.07 | 0.114 | |
| MDF-RAGANLocation=(58.5°S, 26.5°E), Training data length=5 years2025.07 | 0.128 | |
| MDF-RAGANLocation=(55.5°S, 22.5°E), Training data length=17 years2025.07 | 0.131 | |
| MDF-RAGANLocation=(55.5°S, 22.5°E), Training data length=10 years2025.07 | 0.133 | |
| MDF-RAGANLocation=(58.5°S, 19.5°E), Training data length=5 years2025.07 | 0.14 | |
| SITPLocation=(58.5°S, 26.5°E), Training data length=5 years2025.07 | 0.151 | |
| SITPLocation=(58.5°S, 26.5°E), Training data length=10 years2025.07 | 0.151 | |
| SITPLocation=(58.5°S, 26.5°E), Training data length=17 years2025.07 | 0.151 | |
| MEANLocation=(58.5°S, 26.5°E), Training data length=5 years2025.07 | 0.164 | |
| MEANLocation=(58.5°S, 26.5°E), Training data length=10 years2025.07 | 0.164 | |
| MEANLocation=(58.5°S, 26.5°E), Training data length=17 years2025.07 | 0.164 | |
| MDF-RAGANLocation=(55.5°S, 22.5°E), Training data length=5 years2025.07 | 0.168 | |
| MDF-RAGANLocation=(52.5°S, 22.5°E), Training data length=10 years2025.07 | 0.181 | |
| MDF-RAGANLocation=(52.5°S, 22.5°E), Training data length=17 years2025.07 | 0.182 | |
| MDF-RAGANLocation=(52.5°S, 22.5°E), Training data length=5 years2025.07 | 0.199 | |
| SITPLocation=(55.5°S, 22.5°E), Training data length=5 years2025.07 | 0.315 | |
| SITPLocation=(55.5°S, 22.5°E), Training data length=10 years2025.07 | 0.315 | |
| SITPLocation=(55.5°S, 22.5°E), Training data length=17 years2025.07 | 0.315 | |
| MEANLocation=(58.5°S, 19.5°E), Training data length=5 years2025.07 | 0.318 | |
| MEANLocation=(58.5°S, 19.5°E), Training data length=10 years2025.07 | 0.318 | |
| MEANLocation=(58.5°S, 19.5°E), Training data length=17 years2025.07 | 0.318 | |
| SITPLocation=(58.5°S, 19.5°E), Training data length=5 years2025.07 | 0.319 | |
| SITPLocation=(58.5°S, 19.5°E), Training data length=10 years2025.07 | 0.319 | |
| SITPLocation=(58.5°S, 19.5°E), Training data length=17 years2025.07 | 0.319 | |
| Att-CNNLocation=(58.5°S, 26.5°E), Training data length=10 years2025.07 | 0.326 | |
| Att-CNNLocation=(58.5°S, 19.5°E), Training data length=5 years2025.07 | 0.336 | |
| Att-CNNLocation=(58.5°S, 19.5°E), Training data length=10 years2025.07 | 0.341 | |
| SITPLocation=(52.5°S, 22.5°E), Training data length=5 years2025.07 | 0.357 | |
| SITPLocation=(52.5°S, 22.5°E), Training data length=10 years2025.07 | 0.357 | |
| SITPLocation=(52.5°S, 22.5°E), Training data length=17 years2025.07 | 0.357 | |
| Att-CNNLocation=(55.5°S, 22.5°E), Training data length=10 years2025.07 | 0.366 | |
| MEANLocation=(55.5°S, 22.5°E), Training data length=5 years2025.07 | 0.373 | |
| MEANLocation=(55.5°S, 22.5°E), Training data length=10 years2025.07 | 0.373 | |
| MEANLocation=(55.5°S, 22.5°E), Training data length=17 years2025.07 | 0.373 | |
| Att-CNNLocation=(58.5°S, 26.5°E), Training data length=5 years2025.07 | 0.408 | |
| Att-CNNLocation=(52.5°S, 22.5°E), Training data length=10 years2025.07 | 0.41 | |
| Att-CNNLocation=(55.5°S, 22.5°E), Training data length=5 years2025.07 | 0.412 | |
| Att-CNNLocation=(58.5°S, 26.5°E), Training data length=17 years2025.07 | 0.427 | |
| Att-CNNLocation=(58.5°S, 19.5°E), Training data length=17 years2025.07 | 0.457 | |
| Att-CNNLocation=(52.5°S, 22.5°E), Training data length=17 years2025.07 | 0.465 | |
| MEANLocation=(52.5°S, 22.5°E), Training data length=5 years2025.07 | 0.484 | |
| MEANLocation=(52.5°S, 22.5°E), Training data length=10 years2025.07 | 0.484 | |
| MEANLocation=(52.5°S, 22.5°E), Training data length=17 years2025.07 | 0.484 | |
| Att-CNNLocation=(52.5°S, 22.5°E), Training data length=5 years2025.07 | 0.487 | |
| Att-CNNLocation=(55.5°S, 22.5°E), Training data length=17 years2025.07 | 0.501 |