Passive Microwave Radiometry
passive_microwave
Remote Sensing
Rf
Forward-Model Signal Chain
Each primitive represents a physical operation in the measurement process. Arrows show signal flow left to right.
Spec Notation
Σ → D
Benchmark Variants & Leaderboards
Passive Microwave Radiometry
Passive Microwave Radiometry
Spec Notation
Σ → D
Standard Leaderboard (Top 10)
| # | Method | Score | PSNR (dB) | SSIM | Trust | Source |
|---|---|---|---|---|---|---|
| 🥇 | RadioNet | 0.751 | 31.81 | 0.941 | ✓ Certified | Passive microwave CNN, 2022 |
| 🥈 | MWR-Former | 0.727 | 30.78 | 0.928 | ✓ Certified | Microwave radiometry transformer, 2024 |
| 🥉 | Backus-Gilbert | 0.520 | 23.6 | 0.754 | ✓ Certified | Backus & Gilbert, Geophys. J. 1968 |
| 4 | Tikhonov-SMOS | 0.472 | 22.27 | 0.701 | ✓ Certified | Anterrieu, IEEE TGRS 2004 |
Mismatch Parameters (4) click to expand
| Name | Symbol | Description | Nominal | Perturbed |
|---|---|---|---|---|
| antenna_beam_width_error | a_b | Antenna beam width error (deg) | 0.0 | 0.1 |
| receiver_gain_drift | r_g | Receiver gain drift (-) | 1.0 | 1.01 |
| brightness_temperature_offset | b_t | Brightness temperature offset (K) | 0.0 | 0.4 |
| cross_polarization_leakage | c_l | Cross-polarization leakage (-) | 0.0 | 0.004 |