Table 3 Quantitative Evaluation of SAR-based Results on the Camp Fire (2018).
From: Near Real-Time Wildfire Progression Monitoring with Sentinel-1 SAR Time Series and Deep Learning
Sat. | Data | Method | Seg. | Precision | Recall | OA | Kappa | F1 |
|---|---|---|---|---|---|---|---|---|
S1 | VH | kmap | >2 | 21.82% | 65.13% | 55.07% | 0.1014 | 0.3269 |
VV | 45.21% | 80.19% | 67.02% | 0.3404 | 0.5782 | |||
VH, VV | kmap | >2 | 51.17% | 82.11% | 70.01% | 0.4002 | 0.6305 | |
VH, VV | CNN_mrg | Otsu | 71.82% | 93.91% | 83.58% | 0.6716 | 0.8139 | |
CNN_tsc_mrg | 70.60% | 95.07% | 83.47% | 0.6694 | 0.8103 |
