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A practical comparison of manual and autonomous methods for acoustic monitoring

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A global analysis of song frequency in passerines provides no support for the acoustic adaptation hypothesis but suggests a role for sexual selection

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Sound level measurements from audio recordings provide objective distance estimates for distance sampling wildlife populations

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The impact of environmental factors in birdsong acquisition using automated recorders

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Long-Term Changes in Breeding Bird Community of a Primeval Temperate Forest: 45 years of Censuses in the Białowieża National Park (Poland)

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Observer‐free experimental evaluation of habitat and distance effects on the detection of anuran and bird vocalizations

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Do acoustically detectable species reflect overall diversity? A case study from Australia’s arid zone

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Male and female songs propagation in a duetting tropical bird species in its preferred and secondary habitat

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NDVI and vegetation volume as predictors of urban bird diversity

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A systematic review of Passive Acoustic Monitoring for anuran conservation

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Habitat niches of bird species along a recovery gradient in the Chocó tropical forest

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Drivers of extinction risks and shortfalls across terrestrial vertebrates in the Philippine global biodiversity hotspot

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Influence of distance, frequency, habitat and angle of incidence on sound levels in passive acoustic monitoring with AudioMoth recorders

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Acoustic indices enable the discrimination of temperate forest types and better predict differences in bird species composition than in bird species richness

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Using Deep Learning to Classify Environmental Sounds in the Habitat of Western Black-Crested Gibbons

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Quantifying nocturnal bird migration using acoustics: opportunities and challenges

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Methods of acoustic data processing affect species detectability in passive acoustic monitoring of multi‐species playback

Winiarska, D., Szymański, P., & Osiejuk, T. S. (2025) · Ibis · doi:10.1111/ibi.13405 · Cited by 4 · see citing works

Soundscape-based evaluation of small-scale forest management interventions

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Forest type consistently shapes bird communities across seasons: Insights from passive acoustic monitoring

Felgentreff, E. S., Singer, D., & Bernhardt‐Römermann, M. (2026) · Forest Ecology and Management · doi:10.1016/j.foreco.2026.123617 · Cited by 3 · see citing works

Territorial Acoustic Species Estimation using Acoustic Sensor Networks

Brüggemann, L., Otten, D., Sachser, F., & Aschenbruck, N. (2025) · Ecological Informatics · doi:10.1016/j.ecoinf.2025.103281 · Cited by 3 · see citing works

Source amplitude increases with body‐mass across avian genera

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Optimizing passive acoustic monitoring (PAM) for biodiversity studies: Using species–area relationship (SAR) to predict species richness

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Acoustic phenology of tropical resident birds differs between native forest species and parkland colonizer species

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Effects of Semi‐Natural Habitats on Bird Occupancy in Different Intensity Agriculture: A Multi‐Species Approach

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Auditory perception and the ecology of human–nature interactions: Effects of hearing loss on listening to birdsong

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Gaps in trait data and conservation impediments from the Raunkiæran shortfall in a megadiverse nation

Tanalgo, K. C. (2025) · iScience · doi:10.1016/j.isci.2025.114000 · Cited by 3 · see citing works

Passive acoustic monitoring with AI‐based detection and identification reveal sooty grouse hooting patterns in western Oregon

Walton, K., Frey, S. J. K., Christensen, C. E., Cline, M., Gramberg, L. E., & Dinkins, J. (2025) · Wildlife Biology · doi:10.1002/wlb3.01541 · Cited by 2 · see citing works

Effects of experimental nest-box addition on cavity-dependent birds in holm oak stands of two Mediterranean national parks (central Spain)

Avilés, J. M., & de la Hera, I. (2026) · Forest Ecology and Management · doi:10.1016/j.foreco.2026.124088 · Cited by 2 · see citing works

Bioacoustic Estimation Of Avian Vocalizations For Capuchin Bird Density In Forests

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Factors affecting the detection probability of a critically endangered flying-fox: consequences for monitoring and conservation

Dorrestein, A., Rust, H. P. R., Macgregor, N. A., Tiernan, B., Jankowski, A., Woinarski, J. C. Z., James, D. J., Flakus, S., Schulz, M., Pahor, S., et al. (2025) · Wildlife Research · doi:10.1071/wr24030 · Cited by 2 · see citing works

Multi-tool monitoring: integrating non-invasive methods to assess vertebrate diversity and trophic complexity in terrestrial rewildingPreprint

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Sampling effort for community composition higher by a magnitude compared to species richness in passive acoustic monitoring

Lindner, K., Rösner, S., Schabo, D. G., Bellafkir, H., Vogelbacher, M., Mühling, M., Schneider, D., Frieß, N., Wöllauer, S., Freisleben, B., et al. (2025) · Ecological Informatics · doi:10.1016/j.ecoinf.2025.103265 · Cited by 2 · see citing works

Towards large‐scale abundance assessments through automated birdsong detection and distance estimation

de Araújo, C. B., Oliveira, H. S., Zurano, J. P., Rosa, G. L. M., Simões, C. R. M. D. A., Zurita, G. A., & dos Anjos, L. (2025) · Ibis · doi:10.1111/ibi.13431 · Cited by 1 · see citing works

Data-driven sampling strategies for fine-tuning bird detection models

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Species characteristics predict the effectiveness of avian survey methods in an Afromontane sky‐island

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Integrating Passive Acoustic Monitoring, Deep Learning, and Social Network Analysis for Wildlife Ecology and Conservation

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How loud are we really? Differences in temporal and spectral parameters of calls effect sound pressure level metrics and signal propagation, as shown for four species of rail (Rallidae)

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Evaluation of distance estimation by observers with point counts and distance-sampling methodology: A field test

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Bird city life: tolerance to urbanization pressure shapes bird assemblage spatial patterns in a metropolitan landscape

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Bioacoustic Baselines for Intact Forests

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Glomerular Injury Induced by Daily Exposure to the Low-Frequency Component of Environmental Noise via Endothelin Signaling in Mice

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Abundance estimation from point counts and territory mapping: comparing different approaches for two Regulus species

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Territorial Acoustic Species Estimation Using Acoustic Sensor NetworksPreprint

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In urban national parks acoustic indices represent avian habitat quality better than avian diversityPreprint

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Listening forward: emerging roles of bioacoustics in ecology, evolution, and conservation

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Mapping Breeding Birds in a Karstic Sinkhole with a Comparison between Different Sampling Methods

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Using autonomous recording units to identify and monitor western yellow‐billed cuckoo habitat

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Territorial Acoustic Species Estimation using Acoustic Sensor NetworksPreprint

Brüggemann, L., Otten, D., Sachser, F., & Aschenbruck, N. (2025) · SSRN Electronic Journal · doi:10.2139/ssrn.5113322

Vocal Activity Rate of the Semi-Collared Flycatcher Ficedula semitorquata is Associated with Forest Features

Panova, K. R., Marinov, M., & Nikolov, B. P. (2025) · Ardeola · doi:10.13157/arla.72.2.2025.sc3

Examining the Effectiveness of Automated Acoustic Recording Units for Recording Predator‐Related Disturbances in Colony Nesting Birds: A Case Study

Praat, D., & Schmaltz, G. (2025) · Ecology and Evolution · doi:10.1002/ece3.72379

Effects of habitat structure on spatiotemporal dynamics of bird acoustic communities in the urban forest

Ye, Z., Xiang, Y., Zhang, Z., Yang, Y., & Xiong, Y. (2025) · Global Ecology and Conservation · doi:10.1016/j.gecco.2025.e03943

Development of a Prototype Microphone Array for Directional Passive Acoustic Sensing of Birds and Bats in Forests and Offshore Areas

Sigurdarson, H. S., Ghosh, A., Radermacher, M. K., Schinault, M. E., & Ratilal, P. (2025) · doi:10.23919/oceans59106.2025.11244962

Assessing the Effective Range for Individual Acoustic Identification: Comparison of Manual and Automatic MethodsPreprint

Morandi, I., Rodriguez, M. A. J., Kwak, M., Petrusková, T., & Linhart, P. (2025) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.64898/2025.12.19.695494

In urban national parks acoustic indices represent avian habitat quality better than avian diversity

Rudge, L. J., Holland, A. M., Schmit, J. P., & Shriver, W. G. (2026) · Environmental and Sustainability Indicators · doi:10.1016/j.indic.2026.101174

Random Matrix-Driven Graph Representation Learning For Bioacoustic Recognition

Yuan, B., Wang, J., Hao, Y., Chen, R., & Zhou, Y. (2026) · IEEE International Conference on Acoustics Speech and Signal Processing · doi:10.1109/icassp55912.2026.11460933

Self-powered acoustic sensors with hierarchical porous structure for animal voiceprint recognition

Cai, Y., Xia, W., Wang, S., Chen, D., Huang, B., & Wang, Y. (2026) · Chemical Engineering Journal · doi:10.1016/j.cej.2026.176693

Pine mires as key early-season habitat selection sites for Willow Tits in managed boreal forests

Raja, P. H., Baroni, D., Laaksonen, T., & Brommer, J. E. (2026) · Forest Ecology and Management · doi:10.1016/j.foreco.2026.123833

Sound Advice: A calibration framework for defining detection space in Passive Acoustic MonitoringPreprint

Sharma, P., Kezia, K., & Seshadri, K. (2026) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.64898/2026.05.20.726556

Riparian soundscape dynamics of Central European oxbow lakes: insights from year-round ecoacoustic monitoring

Adam, M., Adamová-Ježová, D., Neubauer, J., & Müeller, S. (2026) · Biodiversity and Conservation · doi:10.1007/s10531-026-03393-x

Passive acoustic monitoring, an underestimated approach for ornithological monitoring? A case study of the breeding monitoring of the Little Bittern Ixobrychus minutus (Linnaeus, 1766) in a reedbed on the banks of the Rhône

MONNOY, V., SEGUIN, C., Rocle, M., PRESSIAT, F., Felter, B., Silva, A. D., & Michelot, J.-L. (2026) · Naturae · doi:10.5852/naturae2026a7

Acoustic indices can be driven by habitat characteristics rather than bird diversity

Chen, Y., Mammides, C., Li, S., Darras, K., & Shen, X. (2026) · Environmental and Sustainability Indicators · doi:10.1016/j.indic.2026.101412

Listening to the Night Sky: Characterizing Nocturnal Bird Migration in a Globally Important Flyway Using Bioacoustics and Machine LearningPreprint

Marck, A., Lavner, Y., & Sapir, N. (2026) · SSRN Electronic Journal · doi:10.2139/ssrn.7175978

ECO-AID: Bridging Ecoacoustics, Artificial Intelligence, and Satellite Networks to Monitor Biodiversity in Remote AreasPreprint

Portaccio, A., Pizzi, S., Molinaro, A., Sacchi, R., Giordani, M., Zorzi, M., Zorzi, M., Grassi, M., & Testolin, A. (2026) · SSRN Electronic Journal · doi:10.2139/ssrn.7206690

Bridging the edge–cloud gap: adaptive AI for robust image and audio wildlife monitoring

Velasco-Montero, D., Fernández‐Berni, J., Sankaran, R., Bustamante, J., & Beckman, P. (2026) · Frontiers in Conservation Science · doi:10.3389/fcosc.2026.1837914

Female song and breeding phenology of the Nilgiri Flycatcher ( Eumyias albicaudatus ) in the Shola Sky IslandsPreprint

Vyas, H., Arvind, C., Mangalasami, S., & Robin, V. V. (2026) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.64898/2026.08.27.747512

Urban thermal seasonality modulates avian community responses across contrasting green spaces

Zhang, Y., Zhang, W., Long, Y., Zheng, J., & Yin, S. (2026) · Environmental and Sustainability Indicators · doi:10.1016/j.indic.2026.101543

Comparison of autonomous acoustic recorders and 5-minute birds count methods for population monitoring of pūweto/spotless crake (Zapornia tabuensis)

Stewart, P. M., & Hasenbank, M. (2026) · Notornis · doi:10.63172/417815oyjaoj

Passive acoustic monitoring for the estimation of density of the singing lemur ( Indri indri )

Ferrario, V., Gamba, M., Valente, D., Cristiano, W., Carugati, F., Gregorio, C. D., Torti, V., Friard, O., Ratsimbazafy, J., Giacoma, C., et al. (2026) · Conservation Science and Practice · doi:10.1111/csp2.70428

The Sounds of Summer: An Ecoacoustic Assessment of Soundscapes in the Northern Jarrah (Eucalyptus marginata) Forest, Southwestern Australia

Hawkins, L. A., Kirkwood, L., Hayles, L., Ridley, A. R., & Ruthrof, K. X. (2026) · Acoustics Australia · doi:10.1007/s40857-026-00408-z

Contrasting effects of natural habitat cover on insect‐consuming and crop‐damaging birds in Mediterranean orchards

Castro-Soza, C., Díaz‐Siefer, P., Leiva‐Martínez, N., Soto-Gamboa, M. R., Fontúrbel, F. E., & Celis-Diez, J. L. (2026) · Ibis · doi:10.1111/ibi.70143

Sound advice: A calibration framework for defining detection space in passive acoustic monitoring

Sharma, P., Kezia, K., & Seshadri, K. (2026) · PLoS ONE · doi:10.1371/journal.pone.0350789

Methods of acoustic data processing affect species detectability in passive acoustic monitoring of multi‐species playback

Winiarska, D., Szymański, P., & Osiejuk, T. S. (2025) · Ibis · doi:10.1111/ibi.13405 · Cited by 4 · see citing works

How to Eavesdrop on Birds: Evaluating the Effectiveness of Passive Acoustic Monitoring and BirdNET Artificial Intelligence for Avian Population Monitoring

Milano, A. (2024) · Carolina Digital Repository (University of North Carolina at Chapel Hill) · doi:10.17615/m6xv-cb94

Physics‐based model to predict the acoustic detection distance of terrestrial autonomous recording units over the diel cycle and across seasons: Insights from an Alpine and a Neotropical forest

Haupert, S., Sèbe, F., & Sueur, J. (2022) · Methods in Ecology and Evolution · doi:10.1111/2041-210x.14020 · Cited by 54 · see citing works

Observer‐free experimental evaluation of habitat and distance effects on the detection of anuran and bird vocalizations

MacLaren, A. R., Crump, P. S., Royle, J. A., & Forstner, M. R. J. (2018) · Ecology and Evolution · doi:10.1002/ece3.4752 · Cited by 22 · see citing works

Towards large‐scale abundance assessments through automated birdsong detection and distance estimation

de Araújo, C. B., Oliveira, H. S., Zurano, J. P., Rosa, G. L. M., Simões, C. R. M. D. A., Zurita, G. A., & dos Anjos, L. (2025) · Ibis · doi:10.1111/ibi.13431 · Cited by 1 · see citing works