Visual Fingerprints of the Acoustic Environment: The Use of Acoustic Indices to Characterise Natural Habitats

作者: Mangalam Sankupellay , Michael Towsey , Anthony Truskinger , Paul Roe

DOI: 10.1109/BDVA.2015.7314306

关键词:

摘要: Acoustic recordings play an increasingly important role in monitoring terrestrial environments. However, due to rapid advances technology, ecologists are accumulating more audio than they can listen to. Our approach this big-data challenge is visualize the content of long-duration audio-recordings by calculating acoustic indices. These statistics which describe temporal-spectral distribution energy and reflect ecological interest. We combine spectral indices produce false-color spectrogram images. not only reveal but also facilitate navigation. An additional analytic find appropriate descriptors summarize 24-hour recordings, so that it becomes possible monitor long-term changes environment at a single location compare environments different locations. 'acoustic-fingerprint' shows some preliminary promise.

参考文章(16)
Teuvo Kohonen, Self-organized formation of topologically correct feature maps Biological Cybernetics. ,vol. 43, pp. 509- 521 ,(1988) , 10.1007/BF00337288
Amandine Gasc, Jérôme Sueur, Sandrine Pavoine, Roseli Pellens, Philippe Grandcolas, Biodiversity Sampling Using a Global Acoustic Approach: Contrasting Sites with Microendemics in New Caledonia PLoS ONE. ,vol. 8, pp. e65311- ,(2013) , 10.1371/JOURNAL.PONE.0065311
Bryan C. Pijanowski, Almo Farina, Stuart H. Gage, Sarah L. Dumyahn, Bernie L. Krause, What is soundscape ecology? An introduction and overview of an emerging new science Landscape Ecology. ,vol. 26, pp. 1213- 1232 ,(2011) , 10.1007/S10980-011-9600-8
N. Pieretti, A. Farina, D. Morri, A new methodology to infer the singing activity of an avian community: The Acoustic Complexity Index (ACI) Ecological Indicators. ,vol. 11, pp. 868- 873 ,(2011) , 10.1016/J.ECOLIND.2010.11.005
Andrew Digby, Michael Towsey, Ben D. Bell, Paul D. Teal, A practical comparison of manual and autonomous methods for acoustic monitoring Methods in Ecology and Evolution. ,vol. 4, pp. 675- 683 ,(2013) , 10.1111/2041-210X.12060
Marion Depraetere, Sandrine Pavoine, Fréderic Jiguet, Amandine Gasc, Stéphanie Duvail, Jérôme Sueur, Monitoring animal diversity using acoustic indices: Implementation in a temperate woodland Ecological Indicators. ,vol. 13, pp. 46- 54 ,(2012) , 10.1016/J.ECOLIND.2011.05.006
Michael Towsey, Liang Zhang, Mark Cottman-Fields, Jason Wimmer, Jinglan Zhang, Paul Roe, Visualization of Long-duration Acoustic Recordings of the Environment☆ international conference on conceptual structures. ,vol. 29, pp. 703- 712 ,(2014) , 10.1016/J.PROCS.2014.05.063
Eric P. Kasten, Stuart H. Gage, Jordan Fox, Wooyeong Joo, The remote environmental assessment laboratory's acoustic library: An archive for studying soundscape ecology Ecological Informatics. ,vol. 12, pp. 50- 67 ,(2012) , 10.1016/J.ECOINF.2012.08.001
Jason Wimmer, Michael Towsey, Paul Roe, Ian Williamson, Sampling environmental acoustic recordings to determine bird species richness. Ecological Applications. ,vol. 23, pp. 1419- 1428 ,(2013) , 10.1890/12-2088.1