Technical report : acoustic analysis of the natural environment
Towsey, Michael W. & Planitz, Birgit (2010) Technical report : acoustic analysis of the natural environment. (Unpublished)
![]() | There is a more recent version of this eprint available. Click here to view it. |
Abstract
This technical report is concerned with one aspect of environmental monitoring—the detection and analysis of acoustic events in sound recordings of the environment. Sound recordings offer ecologists the potential advantages of cheaper and increased sampling. An acoustic event detection algorithm is introduced that outputs a compact rectangular marquee description of each event. It can disentangle superimposed events, which are a common occurrence during morning and evening choruses. Next, three uses to which acoustic event detection can be put are illustrated. These tasks have been selected because they illustrate quite different modes of analysis: (1) the detection of diffuse events caused by wind and rain, which are a frequent contaminant of recordings of the terrestrial environment; (2) the detection of bird calls using the spatial distribution of their component events; and (3) the preparation of acoustic maps for whole ecosystem analysis. This last task utilises the temporal distribution of events over a daily, monthly or yearly cycle.
Citations:
Citation countsare sourced monthly from Scopus and Web of Science citation databases.
These databases contain citations from different subsets of available publications and different time periods and thus the citation count from each is usually different. Some works are not in either database and no count is displayed. Scopus includes citations from articles published in 1996 onwards, and Web of Science generally from 1980 onwards.
Citations counts from the Google Scholar™ indexing service can be viewed at the linked Google Scholar™ search.
Full-text downloads:
Full-text downloadsdisplays the total number of times this work’s files (e.g., a PDF) have been downloaded from QUT ePrints as well as the number of downloads in the previous 365 days. The count includes downloads for all files if a work has more than one.
| ID Code: | 33666 |
|---|---|
| Item Type: | Report |
| Additional URLs: | |
| Keywords: | Animal call recognition, Pattern recognition |
| Subjects: | Australian and New Zealand Standard Research Classification > BIOLOGICAL SCIENCES (060000) > ECOLOGY (060200) > Terrestrial Ecology (060208) Australian and New Zealand Standard Research Classification > INFORMATION AND COMPUTING SCIENCES (080000) > ARTIFICIAL INTELLIGENCE AND IMAGE PROCESSING (080100) > Pattern Recognition and Data Mining (080109) |
| Divisions: | Past > Schools > Computer Science Past > QUT Faculties & Divisions > Faculty of Science and Technology |
| Copyright Owner: | Copyright 2010 Towsey, Michael & Planitz, Birgit |
| Deposited On: | 03 Aug 2010 08:16 |
| Last Modified: | 17 Aug 2010 16:33 |
Available Versions of this Item
- Technical report : acoustic analysis of the natural environment. (deposited 03 Aug 2010 08:16)[Currently Displayed]
Export: EndNote | Dublin Core | BibTeX
Repository Staff Only: item control page
