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Do you hear what I hear? Implications of detector selection for acoustic monitoring of bats

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Biases of acoustic indices measuring biodiversity in urban areas

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Rapid assessment of avian species richness and abundance using acoustic indices

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Do acoustic indices correlate with bird diversity? Insights from two biodiverse regions in Yunnan Province, south China

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Modeling acoustic diversity using soundscape recordings and LIDAR-derived metrics of vertical forest structure in a neotropical rainforest

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Listening to a changing landscape: Acoustic indices reflect bird species richness and plot-scale vegetation structure across different land-use types in north-eastern Madagascar

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Acoustic indices perform better when applied at ecologically meaningful time and frequency scales

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Do acoustic indices reflect the characteristics of bird communities in the savannas of Central Brazil?

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Using acoustic indices in ecology: Guidance on study design, analyses and interpretation

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The sound of recovery: Coral reef restoration success is detectable in the soundscape

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Utility of acoustic indices for ecological monitoring in complex sonic environments

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Ecoacoustics in the rain: understanding acoustic indices under the most common geophonic source in tropical rainforests

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Comparison of point counts and automated acoustic monitoring: detecting birds in a rainforest biodiversity survey

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The effectiveness of acoustic indices for forest monitoring in Atlantic rainforest fragments

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How well do acoustic indices measure biodiversity? Computational experiments to determine effect of sound unit shape, vocalization intensity, and frequency of vocalization occurrence on performance of acoustic indices

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Acoustic metrics predict habitat type and vegetation structure in the Amazon

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Effectiveness of acoustic indices as indicators of vertebrate biodiversity

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Using ecoacoustics metrices to track grassland bird richness across landscape gradients

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Acoustic indices applied to biodiversity monitoring in a Costa Rica dry tropical forest

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Evaluating acoustic indices in the Valdivian rainforest, a biodiversity hotspot in South America

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Soundscapes of urban parks: An innovative approach for ecosystem monitoring and adaptive management

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The relationship between the Acoustic Complexity Index and avian species richness and diversity: a review

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Spatial replication and habitat context matters for assessments of tropical biodiversity using acoustic indices

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Assessing soundscape disturbance through hierarchical models and acoustic indices: A case study on a shelterwood logged northern Michigan forest

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Linking acoustic diversity to compositional and configurational heterogeneity in mosaic landscapes

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What does resilience sound like? Coral reef and dry forest acoustic communities respond differently to Hurricane Maria

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Do soundscape indices predict landscape‐scale restoration outcomes? A comparative study of restored seabird island soundscapes

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Evaluating the efficacy of visual encounter and automated acoustic survey methods in anuran assemblages of the Yungas Andean forests of Argentina

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Quantifying the Soundscape: How filters change acoustic indices

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Wind‐robust sound event detection and denoising for bioacoustics

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Environmental sound as a mirror of landscape ecological integrity in monitoring programs

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Acoustic indices estimate breeding bird species richness with daily and seasonally variable effectiveness in lowland temperate Białowieża forest

Budka, M., Sokołowska, E., Muszyńska, A., & Staniewicz, A. (2023) · Ecological Indicators · doi:10.1016/j.ecolind.2023.110027 · Cited by 30 · see citing works

Assessing the value of acoustic indices to distinguish species and quantify activity: A case study using frogs

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It is not just about birds: what do acoustic indices reveal about a Costa Rican tropical rainforest?

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Land-use intensity and landscape structure drive the acoustic composition of grasslands

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Software performance for the automated identification of bird vocalisations: the case of two closely related species

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The relationship between acoustic indices, vegetation, and topographic characteristics is spatially dependent in a tropical forest in southwestern China

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Measuring short impulse responses with inverse filtered maximum-length sequences

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Exploring spatio-temporal variation in soundscape saturation of an African tropical forest landscape

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Assessing the effect of human activities on biophony in urban forests using an automated acoustic scene classification model

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Ecoacoustics as a novel tool for assessing pond restoration success: Results of a pilot study

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BirdSoundsDenoising: Deep Visual Audio Denoising for Bird Sounds

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Acoustic monitors and direct observations provide similar but distinct perspectives on bird assemblages in a lowland forest of eastern Ecuador

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When birds sing at the same pitch, they avoid singing at the same time

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Annual acoustic dynamics are associated with seasonality in a monsoon tropical forest in South Vietnam

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Mitigating bias in long‐term terrestrial ecoacoustic studies

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Acoustic indices as proxies for biodiversity in certified and non-certified cocoa plantations in Indonesia

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Characterization of soundscapes with acoustic indices and clustering reveals phenology patterns in a subtropical rainforest

Lai, Y.-T., Lu, S.-S., & Shiao, M. (2025) · Ecological Indicators · doi:10.1016/j.ecolind.2025.113126 · Cited by 8 · see citing works

Quantifying and mitigating recorder-induced variability in ecological acoustic indices

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A Review of Automated Bird Sound Recognition and Analysis in the New AI Era

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Assessing the drivers of bird diversity in urban parks during winter: Insights from acoustic indices

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Effects of nocturnal light environments on urban bird diversity: birds adapted to and inhabiting cities

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Ecoacoustics for context‐rich direct and indirect trophic interaction data and ecological network construction

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Temporal patterns in Malaysian rainforest soundscapes demonstrated using acoustic indices and deep embeddings trained on time-of-day estimation

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Increased avian bioacoustic diversity without lost profit after planting perennial vegetation in marginal cropland

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

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Decoding nature’s melody: significance and challenges of machine learning in assessing bird diversity via soundscape analysis

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ResBiA-FusionNET: A Robust Deep Learning Framework with Harmonic-Contrast Mel Spectrogram for Audio Sound Classification

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Impact of Forest Fragmentation and Associated Edge Effects on Tropical Forest Biodiversity in North West Madagascar, Assessed via Ecoacoustics

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Efficient Masked Autoencoder for Birdsong Representation with Applications on Wild Bird Species Classification

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Ecosystem Monitoring, Modeling and Assessment

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

Zsebők, S. (2026) · Biologia Futura · doi:10.1007/s42977-026-00322-5

Beyond the Canopy: Resolving Topographic and Acoustic Complexities with Machine Learning for Karst Avifauna Monitoring

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Removing non-avian sounds enhances correlations between acoustic indices and bird vocal activity in urban environments

Jiang, Q., Mao, R., Zhao, Y., Xie, J., Lin, C., Zhu, R., Xiao, Z., & Chang, J. (2026) · Avian Research · doi:10.1016/j.avrs.2026.100361

Passive acoustic monitoring (PAM) to assess benthic communities associated with offshore wind farms: insights and future directions

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The changing sounds of Mt. Kilimanjaro: Relationship between tree structural attributes and soundscape-based biodiversity indices supporting ecosystem functions

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Tranquillity as a Determinant of Health: A Synthesis of Exposure Surrogates and Operationalization for Environmental Epidemiology

JIANG, X., Engelmann, N., Vienneau, D., & Röösli, M. (2026) · Noise and Health · doi:10.4103/nah.nah_261_25

Accounting for noise improves the generalization of acoustic indices when estimating biodiversity

Suárez-Ronay, S. H., Biljman, K., Belmaker, J., & Yovel, Y. (2026) · Ecological Indicators · doi:10.1016/j.ecolind.2026.115304

Automated Acoustic Recogniser Reveals Spatial Variation in Seasonal Calling of the Range‐Restricted Magnificent Broodfrog ( Pseudophryne covacevichae )

Rush, E. R., Edwards, W., Schwarzkopf, L., & Allen‐Ankins, S. (2026) · Ecology and Evolution · doi:10.1002/ece3.74191

Linking the forest soundscape with structural and ecological attributes: a bioacoustic approach

Amin, M. S., Fahim, M. S. I., Kloepper, L. N., Saimun, M. S. R., Ahammed, S., Sultana, F., Hossain, M. M., & Khan, M. A. S. A. (2026) · Bioacoustics · doi:10.1080/09524622.2026.2733884

ANECO: an R package for easy calculation of acoustic indices and identification of heavy rain

Barrantes-Madrigal, J., & Retamosa-Izaguirre, M. (2026) · Ecological Frontiers · doi:10.3724/j.ecofro-20260345

Biotic sound SNR influence analysis on acoustic indices

Chen, L., Xu, Z., & Zhao, Z. (2023) · Frontiers in Remote Sensing · doi:10.3389/frsen.2022.1079223 · Cited by 9 · see citing works

Predicting bird diversity through acoustic indices within the Atlantic Forest biodiversity hotspot

Gaspar, L. P., Scarpelli, M. D. A., de Oliveira, E. G., Alves, R. S. C., Gomes, A. M., Wolf, R., Ferneda, R. V., Kamazuka, S. H., Gussoni, C. O. A., & Ribeiro, M. C. (2023) · Frontiers in Remote Sensing · doi:10.3389/frsen.2023.1283719 · Cited by 13 · see citing works

How well do acoustic indices measure biodiversity? Computational experiments to determine effect of sound unit shape, vocalization intensity, and frequency of vocalization occurrence on performance of acoustic indices

Zhao, Z., Xu, Z., Bellisario, K., Zeng, R.-W., Li, N., Zhou, W.-Y., & Pijanowski, B. C. (2019) · Ecological Indicators · doi:10.1016/j.ecolind.2019.105588 · Cited by 72 · see citing works

Utility of acoustic indices for ecological monitoring in complex sonic environments

Ross, S. R. P.-J., Friedman, N. R., Yoshimura, M., Yoshida, T., Donohue, I., & Economo, E. P. (2021) · Ecological Indicators · doi:10.1016/j.ecolind.2020.107114 · Cited by 78 · see citing works

Sounding out ecoacoustic metrics: Avian species richness is predicted by acoustic indices in temperate but not tropical habitats

Eldridge, A., Guyot, P., Moscoso, P., Johnston, A., Eyre-Walker, Y., & Peck, M. (2018) · Ecological Indicators · doi:10.1016/j.ecolind.2018.06.012 · Cited by 209 · see citing works