Forest Loss Detection on Sentinel-1 and Sentinel-2 Study Area (monitoring period)
95.8Overall AccuracydeFOREST
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| deFORESTData Modality=Optical + Radar, Training Days=71, Computational Time (h)=13.062025.10 | 95.8 | 81.8 | 86.8 | |
| deFORESTData Modality=Optical + Radar, Training Days=35, Computational Time (h)=12.842025.10 | 95.4 | 81.3 | 84.4 | |
| deFORESTData Modality=Optical, Training Days=35, Computational Time (h)=5.352025.10 | 94.9 | 82.7 | 80.5 | |
| deFORESTData Modality=Optical, Training Days=71, Computational Time (h)=6.112025.10 | 94.9 | 82.1 | 81 | |
| FNRTData Modality=Optical + Radar, Training Days=130, Computational Time (h)=368*2025.10 | 93.5 | 89.2 | 70.7 | |
| GLAD-S2Data Modality=Optical, Training Days=82†2025.10 | 91.6 | 93.8 | 62.9 | |
| RADDData Modality=Radar, Training Days=60†2025.10 | 88.1 | 97.2 | 53.8 | |
| HMMData Modality=Radar, Computational Time (h)=8.862025.10 | 87.5 | 86.7 | 52.8 | |
| FNRTData Modality=Optical + Radar, Training Days=71, Computational Time (h)=368*2025.10 | 26 | 26 | 100 |