Computational visual ecology in the pelagic realm

Visual performance and visual interactions in pelagic animals are notoriously hard to investigate because of our restricted access to the habitat. The pelagic visual world is also dramatically different from benthic or terrestrial habitats, and our intuition is less helpful in understanding vision in unfamiliar environments. Here, we develop a computational approach to investigate visual ecology in the pelagic realm. Using information on eye size, key retinal properties, optical properties of the water and radiance, we develop expressions for calculating the visual range for detection of important types of pelagic targets. We also briefly apply the computations to a number of central questions in pelagic visual ecology, such as the relationship between eye size and visual performance, the maximum depth at which daylight is useful for vision, visual range relations between prey and predators, counter-illumination and the importance of various aspects of retinal physiology. We also argue that our present addition to computational visual ecology can be developed further, and that a computational approach offers plenty of unused potential for investigations of visual ecology in both aquatic and terrestrial habitats.

[1]  E. Warrant Seeing better at night: life style, eye design and the optimum strategy of spatial and temporal summation , 1999, Vision Research.

[2]  Allan W. Snyder,et al.  Photoreceptor Optics — Theoretical Principles , 1975 .

[3]  E. Denton,et al.  The angular distribution of the light produced by some mesopelagic fish in relation to their camouflage , 1972, Proceedings of the Royal Society of London. Series B. Biological Sciences.

[4]  S. Johnsen Cryptic and conspicuous coloration in the pelagic environment , 2002, Proceedings of the Royal Society of London. Series B: Biological Sciences.

[5]  H. Barlow Retinal noise and absolute threshold. , 1956, Journal of the Optical Society of America.

[6]  Michael F. Land,et al.  Optics and Vision in Invertebrates , 1981 .

[7]  M. Wiener,et al.  Animal eyes. , 1957, The American orthoptic journal.

[8]  Sönke Johnsen,et al.  Propagation and Perception of Bioluminescence: Factors Affecting Counterillumination as a Cryptic Strategy , 2004, The Biological Bulletin.

[9]  S. Collin,et al.  Eye-Size Variability in Deep-Sea Lanternfishes (Myctophidae): An Ecological and Phylogenetic Study , 2013, PloS one.

[10]  N. Shashar,et al.  A Unique Advantage for Giant Eyes in Giant Squid , 2012, Current Biology.

[11]  J. Case,et al.  Temporal adaptations in visual systems of deep-sea crustaceans , 1995 .

[12]  Todd H. Oakley,et al.  Evidence for light perception in a bioluminescent organ , 2009, Proceedings of the National Academy of Sciences.

[13]  M. Sanders Handbook of Sensory Physiology , 1975 .

[14]  J. Case,et al.  The roles of filters in the photophores of oceanic animals and their relation to vision in the oceanic environment , 1985, Proceedings of the Royal Society of London. Series B. Biological Sciences.

[15]  R. Davies‐Colley,et al.  Measuring water clarity with a black disk , 1988 .

[16]  R. W. Gilmer,et al.  Underwater observations of gelatinous zooplankton : Sampling problems, feeding biology, and behavior1 , 1975 .

[17]  E. Warrant,et al.  Warm Eyes Provide Superior Vision in Swordfishes , 2005, Current Biology.

[18]  N. Shashar,et al.  The giant eyes of giant squid are indeed unexpectedly large, but not if used for spotting sperm whales , 2013, BMC Evolutionary Biology.

[19]  E. Widder Bioluminescence and the Pelagic Visual Environment , 2002 .

[20]  J. Case,et al.  Properties of visual interneurons in a deep-sea mysid, Gnathophausia ingens , 1994 .

[21]  J. Partridge Light and Life in the Sea , 1989, Journal of the Marine Biological Association of the United Kingdom.

[22]  Eric J Warrant,et al.  Vision in the deep sea , 2004, Biological reviews of the Cambridge Philosophical Society.

[23]  E. Warrant,et al.  Lens optical properties in the eyes of large marine predatory teleosts , 2009, Journal of Comparative Physiology A.

[24]  J. Lythgoe The Ecology of vision , 1979 .

[25]  Gordon L. Fain,et al.  Phototransduction and the Evolution of Photoreceptors , 2010, Current Biology.

[26]  Lawrence Edwin Mertens In-water photography : theory and practice , 1970 .

[27]  Peter Herring,et al.  The Biology of the deep ocean , 2002 .

[28]  Sönke Johnsen,et al.  3D spatial point patterns of bioluminescent plankton: a map of the ‘minefield’ , 2000 .

[29]  P. Hertz,et al.  Über den gegenseitigen durchschnittlichen Abstand von Punkten, die mit bekannter mittlerer Dichte im Raume angeordnet sind , 1909 .

[30]  E. Warrant The eyes of deep-sea fishes and the changing nature of visual scenes with depth. , 2000, Philosophical transactions of the Royal Society of London. Series B, Biological sciences.

[31]  N. Marshall,et al.  The eyes of deep-sea fish I: Lens pigmentation, tapeta and visual pigments , 1998, Progress in Retinal and Eye Research.

[32]  F. Baguet,et al.  Nitric oxide in control of luminescence from hatchetfish (Argyropelecus hemigymnus) photophores , 2005, Journal of Experimental Biology.

[33]  O. Lind Handbook of common methods in limnology , 1974 .

[34]  D. L. Aksnes,et al.  A revised model of visual range in fish , 1997 .

[35]  S. Johnsen,et al.  The Optics of Life: A Biologist's Guide to Light in Nature , 2012 .

[36]  H. M. Sosik,et al.  Cryptic coloration and mirrored sides as camouflage strategies in near‐surface pelagic habitats: Implications for foraging and predator avoidance , 2003 .

[37]  D. Nilsson,et al.  A deepwater fish with ‘lightsabers’ – dorsal spine-associated luminescence in a counterilluminating lanternshark , 2013, Scientific Reports.

[38]  C. Mobley Light and Water: Radiative Transfer in Natural Waters , 1994 .

[39]  P. J. Clark,et al.  Distance to Nearest Neighbor as a Measure of Spatial Relationships in Populations , 1954 .

[40]  S. Johnsen Hide and seek in the open sea: pelagic camouflage and visual countermeasures. , 2014, Annual review of marine science.

[41]  K. Donner,et al.  On the relation between the photoactivation energy and the absorbance spectrum of visual pigments , 2004, Vision Research.