- Open Access
Effect of swimming mode on shielding of odor traces in turbulence
Phys. Rev. Research 8, 023100 – Published 30 April, 2026
DOI: https://doi.org/10.1103/yxzj-jhk7
Abstract
Marine organisms manipulate their surrounding flow through their swimming dynamics, which affects the transport of their own odor cues. We demonstrate by direct numerical simulations how a group of swimmers, moving at intermediate Reynolds numbers, immersed in a turbulent flow, alter the shape of the odor plume they release in the water. Odor mixing is enhanced by increased velocity fluctuations and a swimmer-induced flow circulation that widens the odor plume at close range while speeding up dilution of the chemical trace. Beyond a short-range increase in the likelihood of being detected, swimming considerably reduces detections with effects that can persist at distances on the order of ten times the size of the group or more. We find that pullerlike swimmers are more effective at olfactory shielding than pusherlike swimmers. We trace this difference back to the dynamics at the swimmer location, which tends to trap odor at the source for pushers and to dilute it for pullers. Olfactory shielding is robust to changes in the conditions, and is more pronounced for weak turbulent Reynolds numbers and large swimmer Reynolds numbers. Our results suggest that olfactory shielding may play a role in the emergence of different swimming modalities by marine organisms.
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References (45)
- D. R. Webster and M. J. Weissburg, The hydrodynamics of chemical cues among aquatic organisms, Annu. Rev. Fluid Mech. 41, 73 (2009).
- G. Reddy, V. N. Murthy, and M. Vergassola, Olfactory sensing and navigation in turbulent environments, Annu. Rev. Condens. Matter Phys. 13, 191 (2022).
- E. Kunze, Biologically generated mixing in the ocean, Annu. Rev. Mar. Sci. 11, 215 (2019).
- K. Katija and J. Dabiri, A viscosity-enhanced mechanism for biogenic ocean mixing, Nature (London) 460, 624 (2009).
- A. Visser, Biomixing of the oceans? Science 316, 838 (2007).
- S. K. Delavan and D. R. Webster, Predator and flow influence on bivalve clam excurrent jet characteristics, J. Exp. Mar. Biol. Ecol. 432–433, 1 (2012).
- A. Alvarez, Modeling the odor-landscape resulting from the pumping behavior of bivalve clams in the presence of predators, J. Theor. Biol. 453, 40 (2018).
- M. Kamran, A. Fardi, C. Li, and M. S. U. Khalid, How does vortex dynamics help undulating bodies spread odor? Phys. Fluids 36, 111916 (2024).
- J. S. Guasto, R. Rusconi, and R. Stocker, Fluid mechanics of planktonic microorganisms, Annu. Rev. Fluid Mech. 44, 373 (2012).
- T. Y. Wu, Fish swimming and bird/insect flight, Annu. Rev. Fluid Mech. 43, 25 (2011).
- T. Kiørboe, A Mechanistic Approach to Plankton Ecology (Princeton University Press, Princeton, NJ, 2008).
- L. Ratnarajah, R. Abu-Alhaija, A. Atkinson, S. Batten, N. J. Bax, K. S. Bernard, G. Canonico, A. Cornils, J. D. Everett, M. Grigoratou, et al., Monitoring and modelling marine zooplankton in a changing climate, Nat. Commun. 14, 564 (2023).
- G. R. Flierl and N. W. Woods, Copepod aggregations: influences of physics and collective behavior, J. Stat. Phys. 158, 665 (2015).
- F.-G. Michalec, S. Souissi, and M. Holzner, Turbulence triggers vigorous swimming but hinders motion strategy in planktonic copepods, J. R. Soc. Interface 12, 20150158 (2015).
- M. Omori and W. M. Hamner, Patchy distribution of zooplankton: behavior, population assessment and sampling problems, Mar. Biol. 72, 193 (1982).
- H. Ardeshiri, I. Benkeddad, F. G. Schmitt, S. Souissi, F. Toschi, and E. Calzavarini, Lagrangian model of copepod dynamics: Clustering by escape jumps in turbulence, Phys. Rev. E 93, 043117 (2016).
- H. Ardeshiri, F. G. Schmitt, S. Souissi, F. Toschi, and E. Calzavarini, Copepods encounter rates from a model of escape jump behaviour in turbulence, J. Plankton Res. 39, 878 (2017).
- N. Mousavi, J. Qiu, B. Mehlig, L. Zhao, and K. Gustavsson, Efficient survival strategy for zooplankton in turbulence, Phys. Rev. Res. 6, L022034 (2024).
- J. Qiu, N. Mousavi, K. Gustavsson, C. Xu, B. Mehlig, and L. Zhao, Navigation of micro-swimmers in steady flow: The importance of symmetries, J. Fluid Mech. 932, A10 (2022).
- E. J. Buskey, J. O. Peterson, and J. W. Ambler, The swarming behavior of the copepod dioithona oculata: In situ and laboratory studies, Limnol. Oceanogr. 41, 513 (1996).
- E. J. Buskey, J. O. Peterson, and J. W. Ambler, The role of photoreception in the swarming behavior of the copepod Dioithona oculata, Mar. Freshwater Behav. Physiol. 26, 273 (1995).
- A. R. Emery, Preliminary observations on coral reef plankton 1, Limnol. Oceanogr. 13, 293 (1968).
- H. Ueda, A. Kuwahara, N. Tanaka, and M. Azeta, Underwater observations on copepod swarms in temperate and subtropical waters, Mar. Ecol. Prog. Ser. 11, 165 (1983).
- J. W. Ambler, Zooplankton swarms: Characteristics, proximal cues and proposed advantages, Hydrobiologia 480, 155 (2002).
- S. Ohtsuka, H. Inagaki, T. Onbe, K. Gushima, and Y. H. Yoon, Direct observations of groups of mysids in shallow coastal waters of western Japan and Southern Korea, Mar. Ecol. Prog. Ser. 123, 33 (1995).
- N. B. Tack, S. Oliveira Santos, B. J. Gemmell, and M. M. Wilhelmus, Ups and downs: Copepods reverse the near-body flow to cruise in the water column, Mar. Biol. 171, 207 (2024).
- E. Lauga and T. Powers, The hydrodynamics of swimming microorganisms, Rep. Prog. Phys. 72, 096601 (2009).
- T. Kiørboe, H. Jiang, R. J. Gonçalves, L. T. Nielsen, and N. Wadhwa, Flow disturbances generated by feeding and swimming zooplankton, Proc. Natl. Acad. Sci. USA 111, 11738 (2014).
- L. A. van Duren and J. J. Videler, Escape from viscosity: the kinematics and hydrodynamics of copepod foraging and escape swimming, J. Exp. Biol. 206, 269 (2003).
- A. Zantop and H. Stark, Emergent collective dynamics of pusher and puller squirmer rods: swarming, clustering, and turbulence, Soft Matter 18, 6179 (2022).
- M. Cavaiola, Swarm of slender pusher and puller swimmers at finite Reynolds numbers, Phys. Fluids 34, 027113 (2022).
- F. Viola, V. Meschini, and R. Verzicco, Fluid–structure-electrophysiology interaction (FSEI) in the left-heart: a multi-way coupled computational model, Eur. J. Mech. B Fluids 79, 212 (2020).
- M. Quadrio, B. Frohnapfel, and Y. Hasegawa, Does the choice of the forcing term affect flow statistics in dns of turbulent channel flow? Eur. J. Mech. B Fluids 55, 286 (2016).
- N. Rigolli, N. Magnoli, L. Rosasco, and A. Seminara, Learning to predict target location with turbulent odor plumes, eLife 11, e72196 (2022).
- E. Selander, S. T. Fredriksson, and L. Arneborg, Chemical signaling in the turbulent ocean—hide and seek at the kolmogorov scale, Fluids 5, 54 (2020).
- H. Jiang and T. R. Osborn, Hydrodynamics of copepods: a review, Surv. Geophys. 25, 339 (2004).
- K. Drescher, J. Dunkel, L. H. Cisneros, S. Ganguly, and R. E. Goldstein, Fluid dynamics and noise in bacterial cell–cell and cell–surface scattering, Proc. Natl. Acad. Sci. USA 108, 10940 (2011).
- G. L. Wagner, W. R. Young, and E. Lauga, Mixing by microorganisms in stratified fluids, J. Mar. Res. 72, 47 (2014).
- B. Ventéjou, T. Métivet, A. Dupont, and P. Peyla, Universal scaling laws for a generic swimmer model, Phys. Rev. Lett. 134, 134002 (2025).
- T. C. Granata and T. D. Dickey, The fluid mechanics of copepod feeding in a turbulent flow: a theoretical approach, Prog. Oceanogr. 26, 243 (1991).
- See Supplemental Material at http://link.aps.org/supplemental/10.1103/yxzj-jhk7 for the details regarding swimmer dynamics modeling, benchmark simulation for odor transport model, and supplementary figures illustrating shielding effects for various swimmer aspect ratios and kinematics, which includes Ref. [45].
- S. Wang and A. Ardekani, Inertial squirmer, Phys. Fluids 24, 101902 (2012).
- M. James, F. Viola, and A. Seminara, Data for James et al. “Effect of swimming mode on shielding of odor traces in turbulence,” Zenodo (2026), doi: 10.5281/zenodo.18348686.
- R. Verzicco, M. D. de Tullio, and F. Viola, An Introduction to Immersed Boundary Methods (Cambridge University Press, Cambridge, England, 2025).
- A. Acrivos and T. D. Taylor, Heat and mass transfer from single spheres in stokes flow, Phys. Fluids 5, 387 (1962).