Acoustic monitoring in terrestrial environments using microphone arrays: applications, technological considerations and prospectus
1. Animals produce sounds for diverse biological functions such as defending territories, attracting mates, deterring predators, navigation, finding food and maintaining contact with members of their social group. Biologists can take advantage of these acoustic behaviours to gain valuable insights i...
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| Published in | The Journal of applied ecology Vol. 48; no. 3; pp. 758 - 767 |
|---|---|
| Main Authors | , , , , , , , , , , , , , |
| Format | Journal Article |
| Language | English |
| Published |
Oxford, UK
Blackwell Publishing
01.06.2011
Blackwell Publishing Ltd Blackwell |
| Subjects | |
| Online Access | Get full text |
| ISSN | 0021-8901 1365-2664 |
| DOI | 10.1111/j.1365-2664.2011.01993.x |
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| Abstract | 1. Animals produce sounds for diverse biological functions such as defending territories, attracting mates, deterring predators, navigation, finding food and maintaining contact with members of their social group. Biologists can take advantage of these acoustic behaviours to gain valuable insights into the spatial and temporal scales over which individuals and populations interact. Advances in bioacoustic technology, including the development of autonomous cabled and wireless recording arrays, permit data collection at multiple locations over time. These systems are transforming the way we study individuals and populations of animals and are leading to significant advances in our understandings of the complex interactions between animals and their habitats. 2. Here, we review questions that can be addressed using bioacoustic approaches, by providing a primer on technologies and approaches used to study animals at multiple organizational levels by ecologists, behaviourists and conservation biologists. 3. Spatially dispersed groups of microphones (arrays) enable users to study signal directionality on a small scale or to locate animals and track their movements on a larger scale. 4. Advances in algorithm development can allow users to discriminate among species, sexes, age groups and individuals. 5. With such technology, users can remotely and non-invasively survey populations, describe the soundscape, quantify anthropogenic noise, study species interactions, gain new insights into the social dynamics of sound-producing animals and track the effects of factors such as climate change and habitat fragmentation on phenology and biodiversity. 6. There remain many challenges in the use of acoustic monitoring, including the difficulties in performing signal recognition across taxa. The bioacoustics community should focus on developing a common framework for signal recognition that allows for various species' data to be analysed by any recognition system supporting a set of common standards. 7. Synthesis and applications. Microphone arrays are increasingly used to remotely monitor acoustically active animals. We provide examples from a variety of taxa where acoustic arrays have been used for ecological, behavioural and conservation studies. We discuss the technologies used, the methodologies for automating signal recognition and some of the remaining challenges. We also make recommendations for using this technology to aid in wildlife management. |
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| AbstractList | 1.Animals produce sounds for diverse biological functions such as defending territories, attracting mates, deterring predators, navigation, finding food and maintaining contact with members of their social group. Biologists can take advantage of these acoustic behaviours to gain valuable insights into the spatial and temporal scales over which individuals and populations interact. Advances in bioacoustic technology, including the development of autonomous cabled and wireless recording arrays, permit data collection at multiple locations over time. These systems are transforming the way we study individuals and populations of animals and are leading to significant advances in our understandings of the complex interactions between animals and their habitats. 2.Here, we review questions that can be addressed using bioacoustic approaches, by providing a primer on technologies and approaches used to study animals at multiple organizational levels by ecologists, behaviourists and conservation biologists. 3.Spatially dispersed groups of microphones (arrays) enable users to study signal directionality on a small scale or to locate animals and track their movements on a larger scale. 4.Advances in algorithm development can allow users to discriminate among species, sexes, age groups and individuals. 5.With such technology, users can remotely and non-invasively survey populations, describe the soundscape, quantify anthropogenic noise, study species interactions, gain new insights into the social dynamics of sound-producing animals and track the effects of factors such as climate change and habitat fragmentation on phenology and biodiversity. 6.There remain many challenges in the use of acoustic monitoring, including the difficulties in performing signal recognition across taxa. The bioacoustics community should focus on developing a common framework for signal recognition that allows for various species' data to be analysed by any recognition system supporting a set of common standards. 7.Synthesis and applications. Microphone arrays are increasingly used to remotely monitor acoustically active animals. We provide examples from a variety of taxa where acoustic arrays have been used for ecological, behavioural and conservation studies. We discuss the technologies used, the methodologies for automating signal recognition and some of the remaining challenges. We also make recommendations for using this technology to aid in wildlife management. Animals produce sounds for diverse biological functions such as defending territories, attracting mates, deterring predators, navigation, finding food and maintaining contact with members of their social group. Biologists can take advantage of these acoustic behaviours to gain valuable insights into the spatial and temporal scales over which individuals and populations interact. Advances in bioacoustic technology, including the development of autonomous cabled and wireless recording arrays, permit data collection at multiple locations over time. These systems are transforming the way we study individuals and populations of animals and are leading to significant advances in our understandings of the complex interactions between animals and their habitats. Here, we review questions that can be addressed using bioacoustic approaches, by providing a primer on technologies and approaches used to study animals at multiple organizational levels by ecologists, behaviourists and conservation biologists. Spatially dispersed groups of microphones (arrays) enable users to study signal directionality on a small scale or to locate animals and track their movements on a larger scale. Advances in algorithm development can allow users to discriminate among species, sexes, age groups and individuals. With such technology, users can remotely and non-invasively survey populations, describe the soundscape, quantify anthropogenic noise, study species interactions, gain new insights into the social dynamics of sound-producing animals and track the effects of factors such as climate change and habitat fragmentation on phenology and biodiversity. There remain many challenges in the use of acoustic monitoring, including the difficulties in performing signal recognition across taxa. The bioacoustics community should focus on developing a common framework for signal recognition that allows for various species' data to be analysed by any recognition system supporting a set of common standards. Microphone arrays are increasingly used to remotely monitor acoustically active animals. We provide examples from a variety of taxa where acoustic arrays have been used for ecological, behavioural and conservation studies. We discuss the technologies used, the methodologies for automating signal recognition and some of the remaining challenges. We also make recommendations for using this technology to aid in wildlife management. Summary 1. Animals produce sounds for diverse biological functions such as defending territories, attracting mates, deterring predators, navigation, finding food and maintaining contact with members of their social group. Biologists can take advantage of these acoustic behaviours to gain valuable insights into the spatial and temporal scales over which individuals and populations interact. Advances in bioacoustic technology, including the development of autonomous cabled and wireless recording arrays, permit data collection at multiple locations over time. These systems are transforming the way we study individuals and populations of animals and are leading to significant advances in our understandings of the complex interactions between animals and their habitats. 2. Here, we review questions that can be addressed using bioacoustic approaches, by providing a primer on technologies and approaches used to study animals at multiple organizational levels by ecologists, behaviourists and conservation biologists. 3. Spatially dispersed groups of microphones (arrays) enable users to study signal directionality on a small scale or to locate animals and track their movements on a larger scale. 4. Advances in algorithm development can allow users to discriminate among species, sexes, age groups and individuals. 5. With such technology, users can remotely and non‐invasively survey populations, describe the soundscape, quantify anthropogenic noise, study species interactions, gain new insights into the social dynamics of sound‐producing animals and track the effects of factors such as climate change and habitat fragmentation on phenology and biodiversity. 6. There remain many challenges in the use of acoustic monitoring, including the difficulties in performing signal recognition across taxa. The bioacoustics community should focus on developing a common framework for signal recognition that allows for various species’ data to be analysed by any recognition system supporting a set of common standards. 7. Synthesis and applications. Microphone arrays are increasingly used to remotely monitor acoustically active animals. We provide examples from a variety of taxa where acoustic arrays have been used for ecological, behavioural and conservation studies. We discuss the technologies used, the methodologies for automating signal recognition and some of the remaining challenges. We also make recommendations for using this technology to aid in wildlife management. |
| Author | Patricelli, Gail Mennill, Daniel J. Clark, Christopher Ali, Andreas M. Deppe, Jill L. Krakauer, Alan H. Clemins, Patrick Yao, Kung Hanser, Sean F. Blumstein, Daniel T. Girod, Lewis McCowan, Brenda Kirschel, Alexander N. G. Cortopassi, Kathryn A. |
| Author_xml | – sequence: 1 givenname: Daniel T. surname: Blumstein fullname: Blumstein, Daniel T. – sequence: 2 givenname: Daniel J. surname: Mennill fullname: Mennill, Daniel J. – sequence: 3 givenname: Patrick surname: Clemins fullname: Clemins, Patrick – sequence: 4 givenname: Lewis surname: Girod fullname: Girod, Lewis – sequence: 5 givenname: Kung surname: Yao fullname: Yao, Kung – sequence: 6 givenname: Gail surname: Patricelli fullname: Patricelli, Gail – sequence: 7 givenname: Jill L. surname: Deppe fullname: Deppe, Jill L. – sequence: 8 givenname: Alan H. surname: Krakauer fullname: Krakauer, Alan H. – sequence: 9 givenname: Christopher surname: Clark fullname: Clark, Christopher – sequence: 10 givenname: Kathryn A. surname: Cortopassi fullname: Cortopassi, Kathryn A. – sequence: 11 givenname: Sean F. surname: Hanser fullname: Hanser, Sean F. – sequence: 12 givenname: Brenda surname: McCowan fullname: McCowan, Brenda – sequence: 13 givenname: Andreas M. surname: Ali fullname: Ali, Andreas M. – sequence: 14 givenname: Alexander N. G. surname: Kirschel fullname: Kirschel, Alexander N. G. |
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| Keywords | Terrestrial environment non-invasive sampling biodiversity monitoring Noise bioacoustics sensor networks Biodiversity Sampling Acoustic detection Invasion anthropogenic noise Anthropogenic factor |
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| Snippet | 1. Animals produce sounds for diverse biological functions such as defending territories, attracting mates, deterring predators, navigation, finding food and... Summary 1. Animals produce sounds for diverse biological functions such as defending territories, attracting mates, deterring predators, navigation, finding... Animals produce sounds for diverse biological functions such as defending territories, attracting mates, deterring predators, navigation, finding food and... 1.Animals produce sounds for diverse biological functions such as defending territories, attracting mates, deterring predators, navigation, finding food and... |
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| SubjectTerms | Acoustic data Algorithms Animal and plant ecology Animal vocalization Animal, plant and microbial ecology Animals Anthropogenic factors anthropogenic noise Applied ecology Bioacoustics Biodiversity biodiversity monitoring Biological and medical sciences Biologists Climate change climatic factors Conservation biology Data collection Ecology Effects foods Fundamental and applied biological sciences. Psychology General aspects Habitat fragmentation Habitats Human ecology Microphones Monitoring non‐invasive sampling Predators sensor networks Sound sounds surveys Synecology Taxa Terrestrial ecosystems Terrestrial environments Wildlife management |
| Title | Acoustic monitoring in terrestrial environments using microphone arrays: applications, technological considerations and prospectus |
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