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Can I read Merging Technologies and Supervised Classification Methods to Quantify Capture Behavior on Hook-and-line on EtoBox?
Merging Technologies and Supervised Classification Methods to Quantify Capture Behavior on Hook-and-line by Ryan J. Knotek; Edward J. Brooks; Lucy A. Howey; James G. Gelsleichter; Brendan S. Talwar; Maggie M. Winchester; Lance K.B. Jordan; Sean Williams; Mark E. Bond; Annabelle M.L. Brooks; Oliver N. Shipley; Trevor Bacon; Jeff R. Kneebone; John W. Mandelman is a Environmental Science article available to read on EtoBox.
What is Merging Technologies and Supervised Classification Methods to Quantify Capture Behavior on Hook-and-line about?
Animal behavior varies in response to capture between/within species and fisheries, and its expression may contribute to incidental mortality when behaviors result in physiological ramifications that cannot be resolved. However, this relationship between capture behavior and animal health is poorly understood, and it remains a logistical challenge to evaluate behavior during capture. We describe an experimental technique that characterizes and quantifies capture behavior in hook-and-line fisheries. This technique includes (1) simultaneously monitoring the behavioral response to capture with accelerometers and cameras, (2) characterizing behavior from video footage and linking discrete behaviors to acceleration data, and (3) predicting behavior based solely on acceleration data using an ensemble of supervised classification methods. We captured oceanic whitetip sharks, Carcharhinus longimanus, with experimental (hook-and-line) gear to test these techniques (n = 38 capture events), with capture durations ranging from 4 to 68 min. In all, 145,589 tri-axial acceleration observations were collected across these events, including simultaneous video footage (six hours total) from 10 captu
Who reads Merging Technologies and Supervised Classification Methods to Quantify Capture Behavior on Hook-and-line?
It is typically read by researchers, students, and practitioners in Environmental Science.
- Author
- Ryan J. Knotek; Edward J. Brooks; Lucy A. Howey; James G. Gelsleichter; Brendan S. Talwar; Maggie M. Winchester; Lance K.B. Jordan; Sean Williams; Mark E. Bond; Annabelle M.L. Brooks; Oliver N. Shipley; Trevor Bacon; Jeff R. Kneebone; John W. Mandelman
- Publisher
- Elsevier BV
- Published
- 2022
- Language
- EN
- Field
- Environmental Science (Physical Sciences)