Weather / Doppler Radar
weather_radar
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
P → R → D
Benchmark Variants & Leaderboards
Weather / Doppler Radar
Weather / Doppler Radar
Spec Notation
P → R → D
Standard Leaderboard (Top 10)
| # | Method | Score | PSNR (dB) | SSIM | Trust | Source |
|---|---|---|---|---|---|---|
| 🥇 | Earthformer | 0.776 | 33.5 | 0.935 | ✓ Certified | Gao et al., NeurIPS 2022 |
| 🥈 | RainNet | 0.730 | 31.8 | 0.900 | ✓ Certified | Ayzel et al., GMD 2020 |
| 🥉 | CLEAN-AP | 0.603 | 27.5 | 0.790 | ✓ Certified | Torres & Zrnic, IEEE TGRS 1999 |
| 4 | Pulse-Pair Doppler | 0.485 | 24.0 | 0.670 | ✓ Certified | Zrnic, IEEE TAES 1977 |
Mismatch Parameters (4) click to expand
| Name | Symbol | Description | Nominal | Perturbed |
|---|---|---|---|---|
| calibration_bias | c_b | Calibration bias (dBZ) | 0.0 | 0.2 |
| beam_elevation_error | b_e | Beam elevation error (deg) | 0.0 | 0.04 |
| attenuation_correction | a_c | Attenuation correction (-) | 1.0 | 1.02 |
| ground_clutter_leakage | g_c | Ground clutter leakage (-) | 0.0 | 0.01 |