Biological invasions pose significant threats to biodiversity and ecosystem functioning. Removal of introduced species is most successful when detected early. We evaluate the effectiveness of passive acoustics combined with automated recognition in detecting the invasive American bullfrog ( Lithobates catesbeianus ). We applied this technique to two real-world monitoring programs aimed at determining the optimal time of day fo...