Summary of BirdNET performance (F1 score) for each parameter, averaged across all combinations of the other parameters and aggregation levels. Values represent the range and mean ± standard deviation of observed F1 scores.

Summary of BirdNET performance (F1 score) for each parameter, averaged across all combinations of the other parameters and aggregation levels. Values represent the range and mean ± standard deviation of observed F1 scores.

<p>Summary of BirdNET performance (F1 score) for each parameter, averaged across all combinations of the other parameters and aggregation levels. Values represent the range and mean ± standard deviation of observed F1 scores.</p>

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Bibliographic Details
Main Author:	Andrew J. Fairbairn (22231970) (author)
Other Authors:	Josija-Simeon Burmeister (22231973) (author), Wolfgang W. Weisser (7849970) (author), Sebastian T. Meyer (11369169) (author)
Published:	2025
Subjects:	Ecology Science Policy Biological Sciences not elsewhere classified sometimes large number confirmation test revealed 46 &# 8211 using 24 combinations four temporal aggregations algorithm &# 8217 acoustic bird monitoring yield results comparable xlink "> birdnet recognising bird species birdnet came close higher temporal aggregation species falsely identified 23 species identified specific confidence thresholds expert identification using temporal aggregation using species expert identification species identification confidence threshold algorithm could acoustic dataset results showed aggregating results well understood still limitations single site significantly interacted powerful approach parameter settings parameter setting models showed longer periods leading tool ecological research basic validation audio recordings alternative strategy 84 ).
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Summary:	<p>Summary of BirdNET performance (F1 score) for each parameter, averaged across all combinations of the other parameters and aggregation levels. Values represent the range and mean ± standard deviation of observed F1 scores.</p>

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