Table 4 Quantitative Evaluation of SAR-based Results on the Chuckegg Creek Fire (2019).
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 | 29.34% | 99.69% | 64.63% | 0.2925 | 0.4534 |
VV | 21.38% | 99.21% | 60.61% | 0.2121 | 0.3518 | |||
VH, VV | kmap | >2 | 46.67% | 98.77% | 73.05% | 0.4609 | 0.6339 | |
VH, VV | CNN_mrg | Otsu | 77.38% | 98.47% | 88.09% | 0.7618 | 0.8666 | |
CNN_tsc_mrg | 67.09% | 99.94% | 83.53% | 0.6705 | 0.8028 |
