Fig. 23 | Scientific Reports

Fig. 23

From: Hybrid learning framework for synergistic fusion of SAR and optical UAV data in wildfire surveillance

Fig. 23

The visualisations depict the ground truth fire mask, the prior prediction, and the current prediction for a wildfire scenario, accompanied by the relevant generated textual analysis. Both models comprehend the spatiotemporal dynamics of the fire; LLaMA3-8B demonstrates superior semantic accuracy and contextual depth in delineating the spread pattern, intensity, and directional progression. Mistral provides a clear overview that includes significant statistics such as spatial fragmentation and percentage change.

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