Greenhouse gas concentration prediction on TCCON-matched dataset 1.0 (pooled 2021–2023)
0.367NRMSE (XCO2)Lasso (With Time)
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Lasso (With Time)Time Feature=Included2026.06 | 0.367 | 0.646 | |
| Lasso (No Time)Time Feature=Excluded2026.06 | 0.49 | 1.796 | |
| GOSAT2026.06 | 0.581 | 0.712 | |
| Lasso (With Time)Time Feature=Included2026.06 | 0.582 | 0.762 | |
| Lasso (No Time)Time Feature=Excluded2026.06 | 0.614 | 1.821 |