Statistical Processing of Different Sounds of Vocalizing Fish and Mammals to Estimate Their Population Size With Two Acoustic Sensors

Publication Type:Journal Article
Year of Publication:2019
Authors:Hossain, Hossen
Journal:Marine Technology Society Journal
Volume:53
Issue:4
Pagination:68 - 80
Date Published:Jan-07-2019
ISSN:0025-3324
Abstrakt:

Fish and mammals have an enormous impact on marine ecosystems. A proper estimation of their population size is necessary, not only for their ecological values but also for commercial purposes. Most conventional techniques for estimating fish population are visual sampling techniques, the environmental DNA (eDNA) technique, minnow traps, the removal method of population estimation, and echo integration techniques, all of which are sometimes complex and costly, require human interaction, and can be harmful for marine species. In order to overcome these limitations, in this paper, a passive acoustic fishery monitoring technique is proposed as an alternative. The method is based on a statistical signal processing technique called “cross-correlation” and different types of sounds—namely, chirps, grunts, growls, clicks, and so forth—produced by fish and mammals. Our goal was not only to propose an efficient technique for fish population estimation but also to measure its performance for different fish sounds by using numerical simulations. From the analyses of simulated results, we found that the chirp sound-generating species produced better results than the other two types of sound-generating species—the grunt- and growl-generating species.

URL:https://www.ingentaconnect.com/content/10.4031/MTSJ.53.4.12https://www.ingentaconnect.com/content/mts/mtsj/2019/00000053/00000004/art00013https://www.ingentaconnect.com/content/mts/mtsj/2019/00000053/00000004/art00013
DOI:10.4031/MTSJ.53.4.12
Short Title:mar technol soc j
BioAcoustica ID: 
Scratchpads developed and conceived by (alphabetical): Ed Baker, Katherine Bouton Alice Heaton Dimitris Koureas, Laurence Livermore, Dave Roberts, Simon Rycroft, Ben Scott, Vince Smith