A widened array of metrics (WAM) approach to characterize the urban acoustic environment; a case comparison of urban mixed-use and forest

Abstract Sound pressure levels (SPL) in dB are the traditional noise measurement, but dB measures alone limit characterization of the complex urban acoustic environment. The aim of this paper is to apply alpha and beta ecoacoustic indices from soundscape ecology at two contrasting locations corresponding to an urban mixed-use corridor and a deciduous forest. Twenty acoustic indices and mean dB(A) are calculated from 2,798 three-minute recordings taken every 26 min over a 28-day period. Acoustic indices are summarized by case with mean hour-of-day plots and 7- and 28-day time series plots to identify temporal patterns. Correlations to assess index relationships for each case separately and combined are presented. Acoustic indices provide complimentary information beyond SPL measures alone, especially in frequency and temporal domains, useful to identify patterns in the acoustic environment. Correlation between specific multiple indices at individual locations is a promising approach to identification of anthrophonic and biophonic dominated sonotopes.

[1]  S. Moebus,et al.  The acoustic quality and health in urban environments (SALVE) project: Study design, rationale and methodology , 2021, medRxiv.

[2]  D. Botteldooren,et al.  The influence of vegetation and surrounding traffic noise parameters on the sound environment of urban parks , 2018 .

[3]  Dick Botteldooren,et al.  The temporal structure of urban soundscapes , 2006 .

[4]  Luigi Maffei,et al.  Representation of the soundscape quality in urban areas through colours , 2019, Noise Mapping.

[5]  Thierry Aubin,et al.  SEEWAVE, A FREE MODULAR TOOL FOR SOUND ANALYSIS AND SYNTHESIS , 2008 .

[6]  R Core Team,et al.  R: A language and environment for statistical computing. , 2014 .

[7]  Ross Ihaka,et al.  Gentleman R: R: A language for data analysis and graphics , 1996 .

[8]  N. Bunnefeld,et al.  Rapid assessment of avian species richness and abundance using acoustic indices , 2020 .

[9]  Stuart H. Gage,et al.  Connecting soundscape to landscape: Which acoustic index best describes landscape configuration? , 2015 .

[10]  Nadia Pieretti,et al.  Acoustic Indices for Biodiversity Assessment and Landscape Investigation , 2014 .

[11]  K. Hayashi,et al.  Acoustic dissimilarities between an oil palm plantation and surrounding forests: Analysis of index time series for beta-diversity in South Sumatra, Indonesia , 2020 .

[12]  Sandrine Pavoine,et al.  Temporal and spatial variability of animal sound within a neotropical forest , 2014, Ecol. Informatics.

[13]  Helena Titheridge,et al.  Biases of acoustic indices measuring biodiversity in urban areas , 2017 .

[14]  Volker B Deecke,et al.  Automated categorization of bioacoustic signals: avoiding perceptual pitfalls. , 2005, The Journal of the Acoustical Society of America.

[15]  Roberta E. Martin,et al.  Multi-trophic invasion resistance in Hawaii: bioacoustics, field surveys, and airborne remote sensing. , 2007, Ecological applications : a publication of the Ecological Society of America.

[16]  Sandrine Pavoine,et al.  Assessing biodiversity with sound: Do acoustic diversity indices reflect phylogenetic and functional diversities of bird communities? , 2013 .

[17]  Bert De Coensel,et al.  Dynamic noise mapping: a map-based interpolation between noise measurements with high temporal resolution , 2016 .

[18]  F. Massey The Kolmogorov-Smirnov Test for Goodness of Fit , 1951 .

[19]  V. Gómez Escobar,et al.  Relationship between objective acoustic indices and subjective assessments for the quality of soundscapes , 2015 .

[20]  Eric P. Kasten,et al.  The remote environmental assessment laboratory's acoustic library: An archive for studying soundscape ecology , 2012, Ecol. Informatics.

[21]  Nils Bunnefeld,et al.  Guidelines for the use of acoustic indices in environmental research , 2019, Methods in Ecology and Evolution.

[22]  R. Forman,et al.  Changing Landscapes: An Ecological Perspective , 2011, Springer New York.

[23]  Sandrine Pavoine,et al.  Biodiversity Sampling Using a Global Acoustic Approach: Contrasting Sites with Microendemics in New Caledonia , 2013, PloS one.

[24]  Sandrine Pavoine,et al.  Acoustic indices for biodiversity assessments: Analyses of bias based on simulated bird assemblages and recommendations for field surveys , 2015 .

[25]  Paul Roe,et al.  The use of acoustic indices to determine avian species richness in audio-recordings of the environment , 2014, Ecol. Informatics.

[26]  Jian Kang,et al.  Birdsong As an Element of the Urban Sound Environment: A Case Study Concerning the Area of Warnemunde in Germany , 2014 .

[27]  Jian Kang Urban Sound Environment , 2006 .

[28]  Bernard Cazelles,et al.  Symbolic dynamics for identifying similarity between rhythms of ecological time series , 2004 .

[29]  Paul Devos,et al.  Soundecology indicators applied to urban soundscapes , 2016 .

[30]  C. Spearman The proof and measurement of association between two things. By C. Spearman, 1904. , 1987, The American journal of psychology.

[31]  Z. Paraskevopoulou,et al.  Using ecoacoustics metrices to track grassland bird richness across landscape gradients , 2021 .

[32]  P. Welch The use of fast Fourier transform for the estimation of power spectra: A method based on time averaging over short, modified periodograms , 1967 .

[33]  Sandrine Pavoine,et al.  Rapid Acoustic Survey for Biodiversity Appraisal , 2008, PloS one.

[34]  Sandrine Pavoine,et al.  Author's Personal Copy Ecological Indicators Monitoring Animal Diversity Using Acoustic Indices: Implementation in a Temperate Woodland , 2022 .

[35]  Salman Ahmed,et al.  Acoustic quality and health in urban environments (SALVE) – a pilot study in the metropolitan Ruhr region, Germany , 2020 .

[36]  Andy P. Field,et al.  Discovering Statistics Using Ibm Spss Statistics , 2017 .

[37]  Almo Farina,et al.  Ecoacoustics: The Ecological Role of Sounds , 2017 .

[38]  Jason Wimmer,et al.  Acoustic patterns at the Samford Ecological Research Facility in South East Queensland, Australia: The Peri-Urban SuperSite of the Terrestrial Ecosystem Research Network , 2017, Ecol. Informatics.

[39]  F. Jiguet,et al.  Monitoring temporal change of bird communities with dissimilarity acoustic indices , 2014 .

[40]  Stuart H. Gage,et al.  Measuring and interpreting the temporal variability in the soundscape at four places in Sequoia National Park , 2011, Landscape Ecology.

[41]  Almo Farina,et al.  A new methodology to infer the singing activity of an avian community: The Acoustic Complexity Index (ACI) , 2011 .

[42]  Patrice Guyot,et al.  Sounding out ecoacoustic metrics: Avian species richness is predicted by acoustic indices in temperate but not tropical habitats , 2018, Ecological Indicators.

[43]  Eben Goodale,et al.  Do acoustic indices correlate with bird diversity? Insights from two biodiverse regions in Yunnan Province, south China , 2017 .

[44]  Z. Buřivalová,et al.  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 , 2021 .

[45]  Luis J. Villanueva-Rivera,et al.  Soundscape Ecology: The Science of Sound in the Landscape , 2011 .

[46]  A. Farina,et al.  Determining Temporal Sampling Schemes for Passive Acoustic Studies in Different Tropical Ecosystems , 2015 .

[47]  Claude E. Shannon,et al.  The mathematical theory of communication , 1950 .

[48]  Eric P. Kasten,et al.  Analysis and interpretation of variability in soundscapes along an urban–rural gradient , 2011 .

[49]  Jérôme Sueur,et al.  Sound Analysis and Synthesis with R , 2018 .

[50]  Almo Farina,et al.  Ecoacoustics: the Ecological Investigation and Interpretation of Environmental Sound , 2015, Biosemiotics.