Abstract
Animals emit visual signals that involve simultaneous, sequential movements of appendages that unfold with varying dynamics in time and space. Algorithms have been recently reported (e.g. Peters et al. in Anim Behav 64:131–146, 2002) that enable quantitative characterization of movements as optical flow patterns. For decades, acoustical signals have been rendered by techniques that decompose sound into amplitude, time, and spectral components. Using an optic-flow algorithm we examined visual courtship behaviours of jumping spiders and depict their complex visual signals as “speed waveform”, “speed surface”, and “speed waterfall” plots analogous to acoustic waveforms, spectrograms, and waterfall plots, respectively. In addition, these “speed profiles” are compatible with analytical techniques developed for auditory analysis. Using examples from the jumping spider Habronattus pugillis we show that we can statistically differentiate displays of different “sky island” populations supporting previous work on diversification. We also examined visual displays from the jumping spider Habronattus dossenus and show that distinct seismic components of vibratory displays are produced concurrently with statistically distinct motion signals. Given that dynamic visual signals are common, from insects to birds to mammals, we propose that optical-flow algorithms and the analyses described here will be useful for many researchers.
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References
Alexander RM (2003) Principles of animal locomotion. Princeton University Press, Princeton
Barron JL, Fleet DJ, Beauchemin SS (1994) Performance of optic flow techniques. IJCV 12:43–77
Borst A, Egelhaaf M (1993) Detecting visual motion: theory and models. Rev Oculomot Res 5:3–27
Busse L, Roberts KC, Crist RE, Weissman DH, Woldorff MG (2005) The spread of attention across modalities and space in a multisensory object. PNAS 102:18751–18756
Cortopassi KA, Bradbury JW (2000) The comparison of harmonically rich sounds using spectrographic cross-correlation and principal coordinates analysis. Bioacoustics 11:89–127
Cox TF, Cox MAA (2001) Multidimensional scaling. Chapman and Hall, Boca Raton
Crane J (1949) Comparative biology of salticid spiders at Rancho Grande, Venezuela. Part IV an analysis of display. Zoologica 34:159–214
Dill M, Heisenberg M (1995) Visual pattern memory without shape recognition. Philos Trans R Soc Lond Ser B Biol Sci 349:143–152
Eckert MP, Zeil J (2001) Towards an ecology of motion vision. In: Zanker JM, Zeil J (eds) Motion vision: computational, neural, and ecological constraints. Springer, Berlin Heidelberg New York, pp 333–369
Elias DO, Mason AC, Maddison WP, Hoy RR (2003) Seismic signals in a courting male jumping spider (Araneae: Salticidae). J Exp Biol 206:4029–4039
Elias DO, Mason AC, Hoy RR (2004) The effect of substrate on the efficacy of seismic courtship signal transmission in the jumping spider Habronattus dossenus (Araneae: Salticidae). J Exp Biol 207:4105–4110
Elias DO, Hebets EA, Hoy RR, Mason AC (2005) Seismic signals are crucial for male mating success in a visual specialist jumping spider (Araneae:Salticidae). Anim Behav 69:931–938
Endler JA (1990) On the measurement and classification of color in studies of animal color patterns. Biol J Linnean Soc 41:315–352
Endler JA (1991) Variation in the appearance of guppy color patterns to guppies and their predators under different visual conditions. Vision Res 31:587–608
Endler JA (1992) Signals, signal conditions, and the direction of evolution. Am Nat 139:S125–S153
Forster L (1982a) Vision and prey-catching strategies in jumping spiders. Am Sci 70:165–175
Forster L (1982b) Visual communication in jumping spiders (Salticidae). In: Witt PN Rovner JS (eds) Spider communication: mechanisms and ecological significance. Princeton University Press, Princeton, pp 161–212
Fry SN, Sayaman R, Dickinson MH (2003) The aerodynamics of free-flight maneuvers in Drosophila. Science 300:495–498
Hall G, Channel S (1985) Differential effects of contextual change on latent inhibition and on the habituation of an orientating response. J Exp Psychol Anim Behav Process 11:470–481
Hasson O (1991) Sexual displays as amplifiers: practical examples with an emphasis on feather decorations. Behav Ecol 2:189–197
Hebets EA, Maddison WP (2005) Xenophilic mating preferences among populations of the jumping spider Habronattus pugillis Griswold. Behav Ecol 16:981–988
Hebets EA, Papaj DR (2005) Complex signal function: developing a framework of testable hypotheses. Behav Ecol Sociobiol 57:197–214
Hedrick TL, Usherwood JR, Biewener AA (2004) Wing inertia and whole-body acceleration: an analysis of instantaneous aerodynamic force production in cockatiels (Nymphicus hollandicus) flying across a range of speeds. J Exp Biol 207:1689–1702
Higgins LA, Waugaman RD (2004) Sexual selection and variation: a multivariate approach to species-specific calls and preferences. Anim Behav 68:1139–1153
Jackson RR (1982) The behavior of communicating in jumping spiders (Salticidae). In: Witt PN, Rovner JS (eds) Spider communication: mechanisms and ecological significance. Princeton University Press, Princeton, pp 213–247
Jindrich DL, Full RJ (2002) Dynamic stabilization of rapid hexapedal locomotion. J Exp Biol 205:2803–2823
Land MF (1969) Structure of retinae of principal eyes of jumping spiders (Salticidae : Dendryphantinae) in relation to visual optics. J Exp Biol 51:443–470
Land MF (1985) The morphology and optics of spider eyes. In: Barth FG (ed) Neurobiology of arachnids. Springer, Berlin Heidelberg New York, pp 53–78
Land MF, Nilsson DE (2002) Animal eyes. Oxford University Press, Oxford
Maddison WP (1996) Pelegrina franganillo and other jumping spiders formerly placed in the genus Metaphidippus (Araneae: Salticidae). Bull Mus Comp Zool Harvard Univ 154:215–368
Maddison W, Hedin M (2003) Phylogeny of Habronattus jumping spiders (Araneae : Salticidae), with consideration of genital and courtship evolution. Syst Entomol 28:1–21
Maddison W, McMahon M (2000) Divergence and reticulation among montane populations of a jumping spider (Habronattus pugillis Griswold). Syst Biol 49:400–421
Maddison WP, Stratton GE (1988) Sound production and associated morphology in male jumping spiders of the Habronattus agilis species group (Araneae, Salticidae). J Arachnol 16:199–211
Masta SE (2000) Phylogeography of the jumping spider Habronattus pugillis (Araneae: Salticidae): recent variance of sky island populations? Evolution 54:1699–1711
Masta SE, Maddison WP (2002) Sexual selection driving diversification in jumping spiders. PNAS 99:4442–4447
Nauen JC, Lauder GV (2002) Quantification of the wake of rainbow trout (Oncorhynchus mykiss) using three-dimensional stereoscopic digital particle image velocimetry. J Exp Biol 205:3271–3279
Partan SR, Marler P (1999) Communication goes multimodal. Science 283:1272–1273
Partan SR, Marler P (2005) Issues in the classification of multimodal communication signals. Am Nat 166:231–245
Peckham GW, Peckham EG (1889) Observations on sexual selection in spiders of the family Attidae. Occas Pap Wisconsin Nat Hist Soc 1:3–60
Peckham GW, Peckham EG (1890) Additional observations on sexual selection in spiders of the family Attidae, with some remarks on Mr. Wallace’s theory of sexual ornamentation. Occas Pap Wisconsin Nat Hist Soc 1:117–151
Peters RA, Evans CS (2003a) Design of the Jacky dragon visual display: signal and noise characteristics in a complex moving environment. J Comp Physiol A 189:447–459
Peters RA, Evans CS (2003b) Introductory tail-flick of the Jacky dragon visual display: signal efficacy depends upon duration. J Exp Biol 206:4293–4307
Peters RA, Clifford CWG, Evans CS (2002) Measuring the structure of dynamic visual signals. Anim Behav 64:131–146
Post N, von der Emde G (1999) The “novelty response” in an electric fish: response properties and habituation. Physiol Behav 68:115–128
Richman DB (1982) Epigamic display in jumping spiders (Araneae, Salticidae) and its use in systematics. J Arachnol 10:47–67
Ryan MJ, Rand AS (2003) Sexual selection in female perceptual space: how female tungara frogs perceive and respond to complex population variation in acoustic mating signals. Evolution 57:2608–2618
Strausfeld NJ, Weltzien P, Barth FG (1993) Two visual systems in one brain: neuropils serving the principle eyes of the spider Cupiennius salei. J Comp Neurol 328:63–72
Tammero LF, Dickinson MH (2002) The influence of visual landscape on the free flight behavior of the fruit fly Drosophila melanogaster. J Exp Biol 205:327–343
Victor JD, Purpura KP (1997) Metric-space analysis of spike trains: theory, algorithms and application. Netw Comp Neural 8:127–164
Vogel S (2003) Comparative biomechanics: life’s physical world. Princeton University Press, Princeton
Walker TJ (1974) Character displacement and acoustic insects. Am Zool 14:1137–1150
Zanker JM (1996) Looking at the output of two-dimensional motion detector arrays. IOVS 37:743
Zanker JM, Zeil J (2001) Motion vision: computational, neural, and ecological constraints. Springer, Berlin, Heidelberg, New York
Zeil J, Zanker JM (1997) A glimpse into crabworld. Vision Res 37:3417–3426
Acknowledgements
We would like to thank M.C.B. Andrade, C. Botero, C. Gilbert, J. Bradbury, B. Brennen, M.E. Arnegard, E.A. Hebets, W.P. Maddison, M. Lowder, Cornell’s Neuroethology Journal Club, an anonymous reviewer, and members of the Hoy lab for helpful comments, suggestions, and assistance. Spider illustrations were generously provided by Margy Nelson. Funding was provided by NIH and HHMI to RRH (N1DCR01 DC00103), NSERC to ACM (238882 241419), NIH to BRL, and a HHMI Pre-Doctoral Fellowship to DOE. These experiments complied with “Principles of animal care”, publication no. 86–23, revised 1985 of the National Institute of Health, and also with the current laws of the country (USA and Canada) in which the experiments were performed.
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Damian O. Elias and Bruce R. Land contributed equally
An erratum to this article can be found at http://dx.doi.org/10.1007/s00359-006-0128-3
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Elias, D.O., Land, B.R., Mason, A.C. et al. Measuring and quantifying dynamic visual signals in jumping spiders. J Comp Physiol A 192, 785–797 (2006). https://doi.org/10.1007/s00359-006-0116-7
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DOI: https://doi.org/10.1007/s00359-006-0116-7