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Research Article
Quantifying the swimming gaits of veined squid (Loligo forbesii) using bio-logging tags
Genevieve E. Flaspohler, Francesco Caruso, T. Aran Mooney, Kakani Katija, Jorge Fontes, Pedro Afonso, K. Alex Shorter
Journal of Experimental Biology 2019 222: jeb198226 doi: 10.1242/jeb.198226 Published 18 December 2019
Genevieve E. Flaspohler
1Applied Ocean Physics and Engineering Department, Woods Hole Oceanographic Institution, Woods Hole, MA 02543, USA
2Computer Science & Artificial Intelligence Laboratory, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
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Francesco Caruso
3Biology Department, Woods Hole Oceanographic Institution, Woods Hole, MA 02543, USA
4Marine Mammal and Marine Bioacoustics Laboratory, Institute of Deep-Sea Science and Engineering, Chinese Academy of Sciences, Sanya, 572000, China
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  • ORCID record for Francesco Caruso
T. Aran Mooney
3Biology Department, Woods Hole Oceanographic Institution, Woods Hole, MA 02543, USA
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  • For correspondence: amooney@whoi.edu
Kakani Katija
5Research and Development, Monterey Bay Aquarium Research Institute, 7700 Sandholdt Road, Moss Landing, CA 95039, USA
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Jorge Fontes
6MARE – Marine and Environmental Sciences Centre, R. Frederico Machado, 9901-862 Horta, Faial, Azores, Portugal
7IMAR- Institute of Marine Research, University of the Azores, 9901-862 Horta, Faial, Azores, Portugal
8Okeanos – University of the Azores, 9901-862 Horta, Faial, Azores, Portugal
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Pedro Afonso
6MARE – Marine and Environmental Sciences Centre, R. Frederico Machado, 9901-862 Horta, Faial, Azores, Portugal
7IMAR- Institute of Marine Research, University of the Azores, 9901-862 Horta, Faial, Azores, Portugal
8Okeanos – University of the Azores, 9901-862 Horta, Faial, Azores, Portugal
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K. Alex Shorter
9Department of Mechanical Engineering, University of Michigan, Ann Arbor, MI 48109, USA
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ABSTRACT

Squid are mobile, diverse, ecologically important marine organisms whose behavior and habitat use can have substantial impacts on ecosystems and fisheries. However, as a consequence in part of the inherent challenges of monitoring squid in their natural marine environment, fine-scale behavioral observations of these free-swimming, soft-bodied animals are rare. Bio-logging tags provide an emerging way to remotely study squid behavior in their natural environments. Here, we applied a novel, high-resolution bio-logging tag (ITAG) to seven veined squid, Loligo forbesii, in a controlled experimental environment to quantify their short-term (24 h) behavioral patterns. Tag accelerometer, magnetometer and pressure data were used to develop automated gait classification algorithms based on overall dynamic body acceleration, and a subset of the events were assessed and confirmed using concurrently collected video data. Finning, flapping and jetting gaits were observed, with the low-acceleration finning gaits detected most often. The animals routinely used a finning gait to ascend (climb) and then glide during descent with fins extended in the tank's water column, a possible strategy to improve swimming efficiency for these negatively buoyant animals. Arms- and mantle-first directional swimming were observed in approximately equal proportions, and the squid were slightly but significantly more active at night. These tag-based observations are novel for squid and indicate a more efficient mode of movement than suggested by some previous observations. The combination of sensing, classification and estimation developed and applied here will enable the quantification of squid activity patterns in the wild to provide new biological information, such as in situ identification of behavioral states, temporal patterns, habitat requirements, energy expenditure and interactions of squid through space–time in the wild.

FOOTNOTES

  • Competing interests

    The authors declare no competing or financial interests.

  • Author contributions

    Conceptualization: G.E.F., T.A.M., K.K., J.F., P.A., K.A.S.; Methodology: G.E.F., F.C., T.A.M., K.K., J.F., P.A., K.A.S.; Software: G.E.F., F.C., K.A.S.; Validation: G.E.F., K.A.S.; Investigation: G.E.F., T.A.M., K.A.S.; Resources: T.A.M., J.F., P.A., K.A.S.; Data curation: G.E.F., F.C., K.A.S.; Writing - original draft: G.E.F., F.C., T.A.M., K.K., K.A.S.; Writing - review & editing: G.E.F., T.A.M., K.K., K.A.S.; Visualization: G.E.F., K.A.S.; Supervision: T.A.M., K.K., K.A.S.; Project administration: T.A.M., K.K., K.A.S.; Funding acquisition: T.A.M., K.K., K.A.S.

  • Funding

    This work was supported by Woods Hole Oceanographic Institution’s Ocean Life Institute and the Innovative Technology Program, Hopkins Marine Station’s Marine Life Observatory (to K.K.), as well as the National Science Foundation Program for Instrument Development for Biological Research (award no. 1455593 to T.A.M., K.K. and K.A.S.). F.C. thanks the Presidentís International Fellowship Initiative (PIFI) of the Chinese Academy of Science. G.E.F. thanks the National Science Foundation GRFP and National Science Foundation REU programs for support of this research.

  • Received December 12, 2018.
  • Accepted October 16, 2019.
  • © 2019. Published by The Company of Biologists Ltd
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Keywords

  • Persistent monitoring
  • Gait
  • Movement patterns
  • Energetics
  • Biotelemetry

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Research Article
Quantifying the swimming gaits of veined squid (Loligo forbesii) using bio-logging tags
Genevieve E. Flaspohler, Francesco Caruso, T. Aran Mooney, Kakani Katija, Jorge Fontes, Pedro Afonso, K. Alex Shorter
Journal of Experimental Biology 2019 222: jeb198226 doi: 10.1242/jeb.198226 Published 18 December 2019
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Research Article
Quantifying the swimming gaits of veined squid (Loligo forbesii) using bio-logging tags
Genevieve E. Flaspohler, Francesco Caruso, T. Aran Mooney, Kakani Katija, Jorge Fontes, Pedro Afonso, K. Alex Shorter
Journal of Experimental Biology 2019 222: jeb198226 doi: 10.1242/jeb.198226 Published 18 December 2019

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