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The challenges of analyzing behavioral response study data: an overview of the MOCHA (Multi-study OCean acoustics Human effects Analysis) project

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The challenges of analyzing behavioral response study data : an overview of the MOCHA (Multi-study OCean acoustics Human effects Analysis) project. / Harris, Catriona M; Thomas, Len; Sadykova, Dinara; De Ruiter, Stacy Lynn; Tyack, Peter Lloyd; Southall, Brandon L.; Read, Andrew J.; Miller, Patrick.

Effects of Noise on Aquatic Life II. ed. / A.N. Popper; A. Hawkins. Springer Science and Business Media, 2016. p. 399-407 (Advances in Experimental Medicine and Biology; Vol. 875).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Harvard

Harris, CM, Thomas, L, Sadykova, D, De Ruiter, SL, Tyack, PL, Southall, BL, Read, AJ & Miller, P 2016, The challenges of analyzing behavioral response study data: an overview of the MOCHA (Multi-study OCean acoustics Human effects Analysis) project. in AN Popper & A Hawkins (eds), Effects of Noise on Aquatic Life II. Advances in Experimental Medicine and Biology, vol. 875, Springer Science and Business Media, pp. 399-407, Third International Conference on the Effects of Noise on Aquatic Life, Budapest, Hungary, 11-16 August. DOI: 10.1007/978-1-4939-2981-8_47

APA

Harris, C. M., Thomas, L., Sadykova, D., De Ruiter, S. L., Tyack, P. L., Southall, B. L., ... Miller, P. (2016). The challenges of analyzing behavioral response study data: an overview of the MOCHA (Multi-study OCean acoustics Human effects Analysis) project. In A. N. Popper, & A. Hawkins (Eds.), Effects of Noise on Aquatic Life II (pp. 399-407). (Advances in Experimental Medicine and Biology; Vol. 875). Springer Science and Business Media. DOI: 10.1007/978-1-4939-2981-8_47

Vancouver

Harris CM, Thomas L, Sadykova D, De Ruiter SL, Tyack PL, Southall BL et al. The challenges of analyzing behavioral response study data: an overview of the MOCHA (Multi-study OCean acoustics Human effects Analysis) project. In Popper AN, Hawkins A, editors, Effects of Noise on Aquatic Life II. Springer Science and Business Media. 2016. p. 399-407. (Advances in Experimental Medicine and Biology). Available from, DOI: 10.1007/978-1-4939-2981-8_47

Author

Harris, Catriona M; Thomas, Len; Sadykova, Dinara; De Ruiter, Stacy Lynn; Tyack, Peter Lloyd; Southall, Brandon L.; Read, Andrew J.; Miller, Patrick / The challenges of analyzing behavioral response study data : an overview of the MOCHA (Multi-study OCean acoustics Human effects Analysis) project.

Effects of Noise on Aquatic Life II. ed. / A.N. Popper; A. Hawkins. Springer Science and Business Media, 2016. p. 399-407 (Advances in Experimental Medicine and Biology; Vol. 875).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Bibtex - Download

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title = "The challenges of analyzing behavioral response study data: an overview of the MOCHA (Multi-study OCean acoustics Human effects Analysis) project",
abstract = "This paper describes the MOCHA project which aims to develop novel approaches for the analysis of data collected during Behavioral Response Studies (BRSs). BRSs are experiments aimed at directly quantifying the effects of controlled dosages of natural or anthropogenic stimuli (typically sound) on marine mammal behavior. These experiments typically result in low sample size, relative to variability, and so we are looking at a number of studies in combination to maximize the gain from each one. We describe a suite of analytical tools applied to BRS data on beaked whales, including a simulation study aimed at informing future experimental design.",
keywords = "Sonar, Cetaceans, Change-point, Dose-response, State-space modelling",
author = "Harris, {Catriona M} and Len Thomas and Dinara Sadykova and {De Ruiter}, {Stacy Lynn} and Tyack, {Peter Lloyd} and Southall, {Brandon L.} and Read, {Andrew J.} and Patrick Miller",
note = "Date of Acceptance:",
year = "2016",
doi = "10.1007/978-1-4939-2981-8_47",
isbn = "9781493929801",
series = "Advances in Experimental Medicine and Biology",
publisher = "Springer Science and Business Media",
pages = "399--407",
editor = "A.N. Popper and A. Hawkins",
booktitle = "Effects of Noise on Aquatic Life II",
address = "United States",

}

RIS (suitable for import to EndNote) - Download

TY - CHAP

T1 - The challenges of analyzing behavioral response study data

T2 - an overview of the MOCHA (Multi-study OCean acoustics Human effects Analysis) project

AU - Harris,Catriona M

AU - Thomas,Len

AU - Sadykova,Dinara

AU - De Ruiter,Stacy Lynn

AU - Tyack,Peter Lloyd

AU - Southall,Brandon L.

AU - Read,Andrew J.

AU - Miller,Patrick

N1 - Date of Acceptance:

PY - 2016

Y1 - 2016

N2 - This paper describes the MOCHA project which aims to develop novel approaches for the analysis of data collected during Behavioral Response Studies (BRSs). BRSs are experiments aimed at directly quantifying the effects of controlled dosages of natural or anthropogenic stimuli (typically sound) on marine mammal behavior. These experiments typically result in low sample size, relative to variability, and so we are looking at a number of studies in combination to maximize the gain from each one. We describe a suite of analytical tools applied to BRS data on beaked whales, including a simulation study aimed at informing future experimental design.

AB - This paper describes the MOCHA project which aims to develop novel approaches for the analysis of data collected during Behavioral Response Studies (BRSs). BRSs are experiments aimed at directly quantifying the effects of controlled dosages of natural or anthropogenic stimuli (typically sound) on marine mammal behavior. These experiments typically result in low sample size, relative to variability, and so we are looking at a number of studies in combination to maximize the gain from each one. We describe a suite of analytical tools applied to BRS data on beaked whales, including a simulation study aimed at informing future experimental design.

KW - Sonar

KW - Cetaceans

KW - Change-point

KW - Dose-response

KW - State-space modelling

UR - http://www.springer.com/gb/book/9781493929801

U2 - 10.1007/978-1-4939-2981-8_47

DO - 10.1007/978-1-4939-2981-8_47

M3 - Conference contribution

SN - 9781493929801

T3 - Advances in Experimental Medicine and Biology

SP - 399

EP - 407

BT - Effects of Noise on Aquatic Life II

PB - Springer Science and Business Media

ER -

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ID: 90279690