Springer eBooks, Journal Year: 2024, Volume and Issue: unknown, P. 943 - 954
Published: Jan. 1, 2024
Language: Английский
Springer eBooks, Journal Year: 2024, Volume and Issue: unknown, P. 943 - 954
Published: Jan. 1, 2024
Language: Английский
Springer eBooks, Journal Year: 2023, Volume and Issue: unknown, P. 1 - 19
Published: Jan. 1, 2023
Language: Английский
Citations
2Marine Pollution Bulletin, Journal Year: 2024, Volume and Issue: 204, P. 116510 - 116510
Published: May 27, 2024
Language: Английский
Citations
0Published: May 30, 2024
Passive acoustic monitoring (PAM) is a cost-effective method of gathering big data for the distribution cetaceans 1,2 , yielding important insights into occurrence, movements, and behaviour over space time, use in species conservation habitat management 3,4,5,6,7 .Dolphins are an indicator species, common to British Isles, with status health regional populations acting as metrics assessing ecosystem 8,9 .Acoustically they emit diverse range signals, employed hunting, navigation, communication, consisting highly directional transient signals (echolocation clicks) tonal omni-directional, frequency modulated whistles 10,11 .The presence these cues within broadband recordings can be used proxy true animal 12 but manual extraction laborious unrealistic on appropriate timescale conservation.Automation detection therefore essential component analysis pipeline delphinid occurrence.The application Deep Learning (DL) algorithms increasingly prevalent field bioacoustics.Convolutional Neural Networks (CNNs), which image processing techniques read classify predetermined classes, have been shown excel at detecting vary respect frequency, amplitude 13,14,15,16 .Using input, CNNs achieved high accuracies task dolphin vocalisations variable marine environments 17,18,19,20 long-term occurrence habitats, beyond proof concept, still its infancy; such tool become part standard toolkit we must demonstrate reliability compared established methods detection.
Language: Английский
Citations
0Published: April 15, 2024
Language: Английский
Citations
0Springer eBooks, Journal Year: 2024, Volume and Issue: unknown, P. 943 - 954
Published: Jan. 1, 2024
Language: Английский
Citations
0