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Systematic review examines acoustic bioindicator integration for improving wildfire monitoring technologies, suggesting new insights into deployment challenges and opportunities.
This project contains the retrospectively registered protocol and supporting materials for the systematic review titled “Towards Acoustic Bioindicator Integration in AI-Based Wildfire Monitoring: A Systematic Review.” The review examines sensing technologies, artificial intelligence methods, deployment challenges, and opportunities for integrating acoustic bioindicators into wildfire-monitoring systems. The registration was completed retrospectively after the literature search, screening, data extraction, synthesis, and manuscript preparation.
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Mustafa et al. (2026) studied this question.
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