Skip to main content

The Motivational Basis of Fish Behaviour

  • Chapter
The Behaviour of Teleost Fishes

Abstract

For Aristotle, in Historia Animalium, the motivation of fish ranged from enjoyment of tasting and eating to madness from pain in pregnancy, and for Francis Day, summarising for the 1878 Proceedings of the London Zoological Society in the wake of Darwin’s epochal The Expression of the Emotions in Man and Animals, fish were variously moved by disgrace, terror, affection, anger and grief. The study of motivation thus has long been central in the analysis of fish behaviour. In its daily activities of finding food, avoiding predators, fighting and reproducing, a fish is a motivationally diverse animal. This study focuses on the internal proximate causes of behaviour, variously labelled as drives, instincts, or causal systems (see McFarland 1974). Researchers such as Skinnerians, wary of the ontological status of such notions, have emphasised the dynamics of performance and the concomitant controlling variables in the environment. Though the existence and nature of causal systems are empirical matters, conventional wisdom about the economy of nature suggests that they are likely solutions to the common problems encountered by fish, and they are heuristically very convenient. Motivational systems are more than physiology writ large, and require investigation in their own right.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 39.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  • Baenninger, R. and Kraus, S. (1981) `Some Determinants of Aggressive and Predatory Responses in Betta splendens’, Journal of Comparative and Physiological Psychology, 95, 220–7

    Google Scholar 

  • Baerends, G.P. (1971) `The Ethological Analysis of Fish Behaviour’, in W.S. Hoar and D.J. Randall (eds) Fish Physiology, vol. 6, Academic Press, New York, pp. 279–370

    Google Scholar 

  • Baerends, G.P., Brower, R. and Waterbolk, H.T. (1955) `Ethological Studies in Lebistes reticulatus (Peters). 1. An Analysis of the Male Courtship Pattern’, Behaviour, 8, 249–334

    Article  Google Scholar 

  • Ballantyne, P.K. and Colgan, P.W. (1978) `Sound Production during Agonistic and Reproductive Behaviour in the Pumpkinseed (Lepomis gibbosus), the Bluegill (L. macrochirus), and their Hybrid Sunfish, 1. Context’, Biology of Behaviour, 3, 113–35

    Google Scholar 

  • Balthazart, J (1973) `Analyse Factorielle du Comportement Agonistique chez Tilapia macrochir (Boulenger 1912)’, Behaviour, 46,37–72

    Google Scholar 

  • Balthazart, J. (1974) Non-stationnarité et Aspects Fonctionnels du Comportement Agonistique chez Tilapia macrochir (Boulenger 1912) (Pisces: Chichlidae)’, Acta Zoologica Pathologica Antverpiensia, 58, 29–40

    Google Scholar 

  • Bateson, P.P.G. (1979) `How Do Sensitive Periods Arise and What Are they For?’ Animal Behaviour, 27, 470–86

    Article  Google Scholar 

  • Baylis, J.R. (1976) ‘A Quantitative Study of Long-term courtship. 2. A Comparative Study of the Dynamics of Courtship in Two New World Cichlid Fishes’, Behaviour, 59, 117–61

    Article  Google Scholar 

  • Bitterman, M.E. (1965) `The CS-US Interval in Classical and Avoidance Conditioning’, in W.F. Prokasy (ed.), Classical Conditioning, Appleton-Century-Crofts, New York, pp. 1–19

    Google Scholar 

  • Boer, B.A.D. (1980) `A Causal Analysis of the Territorial and Courtship Behaviour of Chromis cyanea (Pomacentridae, Pisces)’, Behaviour, 73, 1–50

    Article  Google Scholar 

  • Bols, R.J. and Hogan, J.A. (1979) `Runway Behavior of Siamese Fighting Fish, Betta splendens, for Aggressive Display and Food Reinforcement’, Animal Learning and Behaviour, 7, 537–42

    Article  Google Scholar 

  • Braud, W.G. (1971) `Effectiveness of “Neutral”, Habituated, Shock-related, and Food-related Stimuli as CSs for Avoidance Learning in Goldfish’, Conditioned Reflex, 6, 153–6

    Google Scholar 

  • Brown, D.M.B. and Noakes, D.L.G. (1974) `Habituation and Recovery of Aggressive Display in Paradise Fish (Macropodus opercularis (L.))’, Behavioural Biology, 10, 519–25

    Article  Google Scholar 

  • Carlstead, K. (1983a) `The behavioural organization of Responses to Territorial Intruders and cFrightening Stimuli in Cichlid Fish (Haplochromis spp.)’, Behaviour, 83, 18–68

    Article  Google Scholar 

  • Carlstead, K. (1983b) `Influences of Motivation on Display Divergences in Three Cichlid Fish Species (Haplochromis)’, Behaviour, 83, 205–28

    Google Scholar 

  • Caryl, P.G. (1982) `Telling the Truth about Intentions’, Journal of Theoretical Biology, 97, 679–89

    Article  Google Scholar 

  • Chantrey, D.F. (1978) `Short-term Changes in Responsiveness to Models in Betta splendens’, Animal Learning and Behaviour, 6, 469–71

    Article  Google Scholar 

  • Clarke, S.E., Colgan, P.W. and Lester, N.P. (1984) `Courtship Sequences and Ethological Isolation in Two Species of Sunfish ( Lepomis spp.) and their Hybrids’, Behaviour, 91, 93–114.

    Google Scholar 

  • Cohen, S. and McFarland, D. (1979) `Time-sharing as a Mechanism for the Control of Behaviour Sequences during the Courtship of the Three-spined Stickleback ( Gasterosteus aculeatus)’, Animal Behaviour, 27, 270–83

    Google Scholar 

  • Cole, H.W., Figler, M.H., Parente, F.J. and Peeke, H.V.S. (1980) `The Relationship between Sex and Aggression in Convict Cichlids ( Cichlasoma nigrofasciatum Günther)’, Behaviour, 75, 1–21

    Google Scholar 

  • Colgan, P.W. (1973) `Motivational Analysis of Fish Feeding’, Behaviour, 45, 38–66

    Article  Google Scholar 

  • Colgan, P.W. (1983) Comparative Social Recognition, Wiley Interscience, New York Colgan, P.W. and Gross, M.R. (1977) `Dynamics of Aggression in Male Pumpkinseed Sunfish (Lepomis gibbosus) over the Reproductive Phase’, Zeitschrift far Tierpsychologie, 43, 139–51

    Google Scholar 

  • Colgan, P.W. and Slater, P.J.B. (1980) `Clustering Acts from Transition Matrices’, Animal Behaviour, 28, 965–6

    Article  Google Scholar 

  • Colgan, P.W. and Smith, J.T. (1984) `Experimental Analysis of Food Preference Transitivity in Pumpkinseed Sunfish ( Lepomis gibbosus)’, Biometrics, 41, 227–36.

    Google Scholar 

  • Colgan, P.W., Nowell, W.A., Gross, M.R. and Grant, J.W.A. (1979) `Aggressive Habituation and Rim Circling in the Social Organization of Bluegill Sunfish ( Lepomis macrochirus)’, Environmental Biology of Fishes, 4, 29–36

    Google Scholar 

  • Colgan, P.W., Nowell, W.A. and Stokes, N.W. (1981) `Nest Defence by Male Pumpkinseed Sunfish (Lepomis gibbosus: Stimulus Features and an Application of Catastrophe Theory’, Animal Behaviour, 29, 433–42

    Google Scholar 

  • Davis, R.E. (1975) `Readiness to Display in the Paradise Fish Macropodus opercularis, L., Belontiidae: the Problem of General and Specific Effects of Social Isolation’, Behavioural Biology, 15, 419–33

    Article  Google Scholar 

  • Dawkins, R. (1976) `Hierarchical Organisation: a Candidate Principle for Ethology’, in P.P.G. Bateson and R.A. Hinde (eds), Growing Points in Ethology, Cambridge University Press, Cambridge, pp. 5–54

    Google Scholar 

  • Dill, L.M. (1983) `Adaptive Flexibility in the Foraging Behavior of Fishes’, Canadian Journal of Fisheries and Aquatic Sciences, 40, 398–408

    Article  Google Scholar 

  • Domjan, M. (1983) `Biological Constraints on Instrumental and Classical Conditioning: Implications for General Process Theory’, Psychology of Learning and Motivation, 17, 215–77

    Article  Google Scholar 

  • Dubos, R. (1971) In defense of biological freedom’, in E. Tobach et al. (eds), The Biopsychology of Development, Academic Press, New York, pp. 553–60

    Google Scholar 

  • Ehrlich, P.R. and Ehrlich, A.M. (1973) ‘Coevolution: Heterotypic Schooling in Caribbean Reef Fishes’, American Naturalist, 107, 157–60

    Article  Google Scholar 

  • Fabricius, E. (1950) `Aquarium Observation on the Spawning of the Char (Salvelinus alpines)’. Report of the Institute of Freshwater Research, Drottningholm, 34, 14–48

    Google Scholar 

  • Figler, M.H. and Einhorn, D.M. (1983) `The Territorial Prior Residence Effect in Convict Cichlids (Cichlasoma nigrofasciatum Günther): Temporal Aspects of Establishment and Retention, and Proximate Mechanisms’, Behaviour, 85, 157–83

    Article  Google Scholar 

  • Franck, D. (1975) `Der Anteil des “Coolidge-Effektes” an der isolationsbedingten Zunahme sexueller Verhaltensweisen von Poecilia sphenops’, Zeitschrift für Tierpsychologie, 38, 472–81

    Google Scholar 

  • Gallagher, J.E., Herz, M.J. and Peeke, H.V.S. (1972) `Habituation of Aggression: the Effects of Visual Social Stimuli on Behavior between Adjacently Territorial Convict Cichlids (Cichlasoma nigrofasciatum)’, Behavioural Biology, 7, 359–68

    Google Scholar 

  • Giles, N. (1983) `Behavioural Effects of the Parasite Schistocephalus solidus (Cestoda) on an Intermediate Host, the Three-spined Stickleback Gasterosteus aculeatus L’ Animal Behaviour311192–4

    Google Scholar 

  • Heiligenberg, W. and Kramer, U. (1972) `Aggressiveness as a Function of External Stimulation’, Journal of Comparative Physiology, 77, 332–40

    Article  Google Scholar 

  • Heiligenberg, W., Kramer, U. and Schulz, U. (1972) `The Angular Orientation of the Black Eye-bar in Haplochromis burtoni (Cichlidae, Pisces) and its Relevance to Aggressivity’, Zeitschrift für vergleichende Physiologie, 76, 168–76

    Article  Google Scholar 

  • Hogan, J.A. (1965) `An Experimental Study of Conflict and Fear: an Analysis of Behavior of Young Chicks toward a Mealworm. Part 1. The Behavior of Chicks which Do Not Eat the Mealworm’, Behaviour, 25, 45–97

    Article  Google Scholar 

  • Hogan, J.A. (1974) `On the Choice between Eating and Aggressive Display in the Siamese Fighting Fish (Betta splendens)’, Learning and Motivation, 5, 273–87

    Google Scholar 

  • Hogan, J.A., Kleist, S. and Hutchings, C.S.L. (1970) `Display and Food as Reinforcers in the Siamese Fighting Fish (Betta splendens)’, Journal of Comparative Physiological Psychology, 70, 351–7

    Google Scholar 

  • Houston, A.I. (1982) `Transitions and Time-sharing’, Animal Behaviour, 30, 615–25

    Article  Google Scholar 

  • Huntingford, F.A. (1976) `A Comparison of the Reaction of Sticklebacks in Different Reproductive Conditions towards Conspecifics and Predators’, Animal Behaviour, 24, 694–7

    Article  Google Scholar 

  • Hurley, A.C. and Hartline, P.H. (1974) `Escape Response in the Damselfish Chromis cyanea (Pisces: Pomacentridae): a Quantitative Study’, Animal Behaviour, 22, 430–7

    Article  Google Scholar 

  • Itzkowitz, M. (1979) `On the Organization of Courtship Sequences in Fishes’, Journal of Theoretical Biology, 78, 21–8

    Article  Google Scholar 

  • Ivlev, V.S. (1961) Experimental Ecology of the Feeding of Fishes, Yale University Press, New Haven

    Google Scholar 

  • Kamil, A.C. and Yoerg, S.I. (1982) `Learning and Foraging Behavior’, in P.P.G. Bateson and P.H. Klopfer (eds), Perspectives in Ethology, vol. 5, Plenum Press, New York, pp. 325–64

    Google Scholar 

  • Klein, R.M., Figler, M.H. and Peeke, H.V.S. (1976) `Modification of Consummatory (Attack) Behaviour Resulting from Prior Habituation of Appetitive (Threat) Components of the Agonistic Sequence in male Betta splendens (Pisces, Belontiidae)’, Behaviour, 58, 1–25

    Article  Google Scholar 

  • Köhler, D. (1976) `The Interaction between Conditioned Fish and Naive Schools of Juvenile Carp (Cyprinus carpio, Pisces)’, Behavioural Processes, 1, 267–75

    Article  Google Scholar 

  • Kramer, D.L. (1973) `Parental Behaviour in the Blue Gourami Trichogaster trichopterus (Pisces, Belontiidae) and its Induction during Exposure to Varying Numbers of Conspecific Eggs’, Behaviour, 47, 14–32

    Article  Google Scholar 

  • Laming, P.R. and Ennis, P. (1982) `Habituation of Fright and Arousal Responses in the Teleosts Carassius auratus and Rutilus rutilus’, Journal of Comparative and Physiological Psychology, 96, 460–6

    Google Scholar 

  • Laming, P.R. and Ebbessan, S.O.E. (1984) `Arousal and Fright Responses and their Habituation in the Slippery Dick, Halichoeres bivittatus’, Experientia, 40, 767–9

    Google Scholar 

  • Lenke, R. (1982) `Hormonal Control of Cleaning Behaviour in Labroides dimidiatus (Labridae, Teleostei)’, Marine Ecology, 3, 281–92

    Article  Google Scholar 

  • Lester, N.P. (1976) `Motivational Implications of the Temporal Pattern of Feeding in Bluegill Sunfish (Lepomis macrochirus)’, Unpublished MSc thesis, Queen’s University at Kingston, Canada

    Google Scholar 

  • Lester, N.P. (1984) `The feed: Feed Decision: How Goldfish Solve the Patch Depletion Problem’, Behaviour, 89, 175–90

    Article  Google Scholar 

  • Liley, N.R. and Stacey, N.E. (1983) `Hormones, Pheromones and Reproductive Behavior in Fish’, in W.S. Hoar and B.J. Randall (eds.), Fish Physiology vol. 8, Academic Press, New York, pp. 1–63.

    Google Scholar 

  • Losey, G.S.J. (1979) `Fish Cleaning Symbiosis: Proximate Causes of Host Behaviour’, Animal Behaviour, 27, 669–85

    Article  Google Scholar 

  • McFarland, D.J. (1974) (ed.) Motivational Control Systems Analysis, Academic Press, London

    Google Scholar 

  • McFarland, D.J. (1983) `Time-Sharing: a Reply to Houston (1982)’, Animal Behaviour, 31, 307–8

    Article  Google Scholar 

  • McFarland, D.J. and Sibly, R.M. (1975) `The Behavioural Final Common Path’, London Royal Society Philosophical Transactions, 270B, 265–93

    Article  Google Scholar 

  • Mertz, J.C. (1967) `The Organization and Regulation of the Parental Behavior of Cichlasoma nigrofasciatum (Pisces: Cichlidae), with Special Reference to Parental Fanning’, Unpublished PhD thesis, University of Illinois

    Google Scholar 

  • Milinski, M. and Heller, R. (1978) `Influence of a Predator on the Optimal Foraging Behaviour of Sticklebacks (Gasterosteus aculeatus L.)’ Nature, London, 275, 642–4

    Google Scholar 

  • Morgan, W.L. and Ritz, D.A. (1984) `Effects of Prey Density and Hunger State on Capture of Krill, Nyctiphanes australis Sars, by Australian salmon, Arripis trutta (Block & Schneider)’, Journal of Fish Biology, 24, 51–8

    Article  Google Scholar 

  • Mrowka, W. (1984) `Brood Care Motivation and Hunger in the Mouthbrooding Cichlid Pseudocrenilabrus multicolor’, Behaviour Processes, 9, 181–90

    Article  Google Scholar 

  • Nakatsuru, K. and Kramer, D.L. (1982) `Is Sperm Cheap? Limited Male Fertility and Female Choice in the Lemon Tetra (Pisces, Characidae)’, Science, 216, 753–5

    Article  Google Scholar 

  • Nelson, K. (1964) `The Temporal Patterning of Courtship Behaviour in the Glandulocaudine Fishes (Ostariophysi, Characidae)’, Behaviour, 124, 90–144

    Article  Google Scholar 

  • Nelson, K. (1965) `After-effects of Courtship in the Male Three-spined Stickleback’, Zeitschrift für vergleichende Physiologie, 50, 569–97

    Google Scholar 

  • Olson, R.D., Kastin, A.J., Mitchell, G.F., Olson, G.A., Coy, D.H. and Montalbane, D.M. (1978) `Effects of Endorphin and Enkephalin analogs on fear habituation in goldfish’, Pharmacology, Biochemistry and Behavior, 9, 111–14

    Article  Google Scholar 

  • Peeke, H.V.S. (1983) `Habituation Sensitization, and Redirection of Aggression and Feeding Behaviour in the Three-spined Stickleback ( Gasterosteus aculeatus L.)’, Journal of Comparative Psychology, 97, 43–51

    Google Scholar 

  • Poulsen, H.R. (1977) `Predation, Aggression and Activity Levels in Food-deprived sunfish (Lepomis macrochirus and L. gibbosus): Motivational Interactions’, Journal of Comparative and Physiological Psychology, 91, 611–28

    Google Scholar 

  • Poulsen, H.R. and Chiszar, D. (1975) `Interaction of Predation and Intraspecific Aggression in Bluegill Sunfish Lepomis macrochirus’, Behaviour, 55, 268–86

    Google Scholar 

  • Putters, F.A., Metz, J.A.J. and Kooijman, S.A.L.M. (1984) `The Identification of a Simple Function of a Markov Chain in a Behavioural Context: Barbs Do it (Almost) Randomly’, Nieuw Arch. Wiskunde, 2, 110–23

    Google Scholar 

  • Rankin, J.C., Pitcher, T.J. and Duggan, R.T. (1983) (eds) Control Processes in Fish Physiology, Croom Helm, London

    Google Scholar 

  • Rasa, O.A.E. (1971) ‘Appetence for Aggression in Juvenile Damselfish’, Zeitschrift für Tierpsychologie Suppl., 7

    Google Scholar 

  • Reyer, H.-U. (1975) `Ursachen and Konsequenzen von Aggressivität bei Etroplus maculatus (Cichlidae, Pisces)’, Zeitschrift für Tierpsychologie, 39, 415–54

    Google Scholar 

  • Robertson, C.M. (1979) `Aspects of Sexual Discrimination by Female Siamese Fighting Fish ( Betta splendens Regan)’, Behaviour, 70, 323–36

    Google Scholar 

  • Rowland, W.J. (1975a) `The Effects of Dummy Size and Color on Behavioral Interaction inthe Jewel Cichlid, Hemichromis bimaculatus Gill’, Behaviour, 53, 109–25

    Article  Google Scholar 

  • Rowland, W.J. (1975b) `System Interaction of Dummy-elicited Behavior in the Jewel Cichlid,Hemichromis bimaculatus Gill’, Behaviour, 53, 171–82

    Article  Google Scholar 

  • Sazima, I. (1983) `Scale-eating in Characoids and Other Fishes’, Environmental Biology of Fishes, 9, 87–101

    Article  Google Scholar 

  • Schwassmann, H.O. (1980) `Biological Rhythms: their Adaptive Significance’, in M.A. Ali (ed.), Environmental Physiology of Fishes, Plenum Press, New York, pp. 613–30

    Google Scholar 

  • Thomas, G. (1974) `The Influences of Encountering a Food Object on Subsequent Searching Behaviour in Gasterosteus aculeatus L’, Animal Behaviour, 22, 941–52

    Article  Google Scholar 

  • Thomas, G. (1977) `The Influence of Eating and Rejecting Prey Items upon Feeding and Food Searching Behaviour in Gasterosteus aculeatus L’, Animal Behaviour, 25, 52–66

    Article  Google Scholar 

  • Thresher, R.E. (1978) `Territoriality and Aggression in the Threespot Damselfish (Pisces: Pomacentridae): an Experimental Study of Causation’, Zeitschrift für Tierpsychologie, 46, 401–34

    Article  Google Scholar 

  • Tinbergen, N. (1951) The Study of Instinct, Clarendon Press, Oxford

    Google Scholar 

  • Tinbergen, N. (1952) “Derived” Activities: their Causation, Biological Significance, Origin,and Emancipation during Evolution’, Quarterly Review of Biology, 27, 1–32

    Article  Google Scholar 

  • Tinbergen, N. (1963) `On Aims and Methods of Ethology’, Zeitschrift für Tierpsychologie, 20, 410–33

    Article  Google Scholar 

  • Toates, F.M. and Birke, L.I.A. (1982) `Motivation: a New Perspective on Some Old Ideas’, in P.P.G. Bateson and P.H. Klopfer (eds), Perspectives in Ethology, vol. 5, Plenum Press, New York, pp. 191–241

    Google Scholar 

  • Tugendhat, B. (1960a) `The Normal Feeding Behavior of the Three-spined Stickleback ( Gasterosteus aculeatus L.)’, Behaviour, 25, 284–318

    Google Scholar 

  • Tugendhat, B. (1960b) `The Disturbed Feeding Behavior of the Three-spined stickleback: 1. Electric Shock Adminstered in the Food Area’, Behaviour, 16, 159–87

    Article  Google Scholar 

  • Visser, M. (1981) `Prediction of Switching and Counter-switching Based on Optimal Foraging’, Zeitschrift für Tierpsychologie, 55, 129–38

    Article  Google Scholar 

  • Vodegel, N. (1978) `A Causal Analysis of the Behaviour of Pseudotropheus zebra’, Unpublished PhD thesis, University of Groningen, The Netherlands

    Google Scholar 

  • Wapler-Leong, C.-Y. (1974) `The Attack Readiness of Male Haplochromis burtoni (Cichlidae, Pisces) reared in isolation’, Journal of Comparative Physiology, 94, 219–25

    Google Scholar 

  • Warren, E.W. and Callaghan, S. (1976) `The Response of Male Guppies (Poecilia reticulata, Peters) to Repeated Exposure to an Open Field’, Behavioural Biology, 18, 499–513

    Google Scholar 

  • Wiepkema, P.R. (1961) ‘An Ethological Analysis of the Reproductive Behaviour of the Bitterling ( Rhodeus amarus Bloch)’, Archives Neerlandaises de Zoologie, 14, 103–99

    Google Scholar 

  • Wilz, K.J. (1970a) `Causal and Functional Analysis of Dorsal Pricking and Nest Activity in the Courtship of the Three-spined Stickleback Gasterosteus aculeatus’, Animal Behaviour, 18, 115–24

    Article  Google Scholar 

  • Wilz, K.J. (1970b) `The Disinhibition Interpretation of the “Displacement” Activities during Courtship in the Three-spined Stickleback, Gasterosteus aculeatus’, Animal Behaviour, 18, 682–7

    Google Scholar 

  • Wilz, K.J. (1972) `Causal Relationships between Aggression and the Sexual and Nest Behaviours in the Three-spined Stickleback ( Gasterosteus aculeatus)’, Animal Behaviour, 20, 335–40

    Google Scholar 

Download references

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 1986 Tony J. Pitcher

About this chapter

Cite this chapter

Colgan, P. (1986). The Motivational Basis of Fish Behaviour. In: Pitcher, T.J. (eds) The Behaviour of Teleost Fishes. Springer, Boston, MA. https://doi.org/10.1007/978-1-4684-8261-4_2

Download citation

  • DOI: https://doi.org/10.1007/978-1-4684-8261-4_2

  • Publisher Name: Springer, Boston, MA

  • Print ISBN: 978-1-4684-8263-8

  • Online ISBN: 978-1-4684-8261-4

  • eBook Packages: Springer Book Archive

Publish with us

Policies and ethics