Cadwallader, P. L.

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MÄVRT ORA, 1975, 3: 11-17 11 GRAPHICAL FITTING OF THE VON BERTALANFFY EQUATION P.L. CADWALLADER *Department of Zoology, University of Canterbury, Christchurch, New Zealand ABSTRACT The parameters of the von Bertalanffy equation were estimated graph-ically using mean annual length data derived from the common river galaxias, Galaxias vulgaris Stokell. For males: l t = 115.7 (1- e" 0- 3 7 0 5 ( t + 1.091), and for females: i t - 156.9 d - e " 0 - 2 3 6 6 < t + 1- 1 0 6 )) These equat ions adequately described annual growth in length up to the end of the fourth year . The es t imates of the parameters were s imi la r to those obtained using A l l e n ' s l e a s t Squares method. I t i s considered t h a t , although the Allen method i s more exact , the graphica l method p r c -vides an adequate a l t e r n a t i v e means of es t imat ing the parameters of the von Bertalanffy equat ion. INTRODUCTION Estimation of fish production is facilitated by the generalization of growth data in the form of growth curves or modeis. One such model is the von Bertalanffy equation (von Bertalanffy 1938), which is represented by: i t = lm (1 - e"K ( t " V ) (1) where 1. is the length at age t, !«> is the average "maximum" or asymptotic length, K is a constant determining the rate of change in the length increment, t is age in years, and t is the hypothetical age when length is zero. This equation has been used widely in fisheries investigations to describe both annual (Kohler 1959, May et al. 1965) and seasonal growth (Lockwood 1974). However, growth of all fish is not represen-ted satisfactorily by the equation (Allen 1969) and many other growth modeis are to be found in the literature (DickLel968, Rafail 1971). The physiological basis of the von Bertalanffy equation has been attacked by a number of workers, e.g. Ricker (1958) and Hemmingsen (1960) , and the concept of asymptotic growth has been questioned by Larkin et al. (1957), Paloheimo *Present address: Fisheries and Wildlife 632 Bourke Street, Melbourne, Victoria, Division, Australia Ministry for Conservation, 3000. 12 MÄURI ORA, 1975, Vol. 3 and Dickie (1965) and Knight (1968). Also, Silliman (1969) showed that for some species in which the von Bertalanffy equation adequately describes growth, an asymptote has no biological meaning. For example, in chum salmon, Oncorhynchus keta, the asymptote would not be approached until several years beyond the maximum age of the species, since all chum salmon die after spawning at or before five years of age. Neverthe-less, while the biological Interpretation of growth modeis and their parameters still presents problems (Dickie 1968), there is no doubt of the general value of expressions such as the von Bertalanffy equation for descriptive purposes. The parameters of the equation may be estimated either graphically, using the method described by Beverton and Holt (1957) and Ricker (1958), or mathematically, using the least Squares method developed by Allen (1966). The Allen method is more exact, but requires a great deal of computation. It uses data from individual fish, whereas the graphical method uses mean values. Also, it provides estimates of the limits of error of the parameters, which the graphical method does not provide. This paper describes the fitting of the equation by the graphical method, and compares the estimates of the parameters so obtained with those obtained using the Allen method. )ENCE LIMITS (CL) FOR THE GLENTÜI RIVER. FEMALES 95% CL ±0.7307 ±1.0791 ±1.8622 ±3,8940 Sample size 208 122 45 14 Data were derived from the common river galaxias, Galaxias vulgaris Stokell, taken from the Glentui River (172°16,E, 43°13* S), Canterbury, New Zealand (Cadwallader in press). Average longevity in the Glentui was three years. Mean lengths at each age were obtained by back-calculation from otolith read-ings (Table 1). Lengths achieved by male and female fish at the end of the first year of life were not significantly different (t = 0.6351, d,f. = 363, P>0.05). However, after the first year, growth of males lagged behind that of females. GRAPHICAL ESTIMATION OF THE PARAMETERS OF THE VON BERTALANFFY EQUATION Firstly, l was calculated for males and females using the expression developed by Ford (1933) and Walford (1946): Jt+1 = Joo (1 - k> + k i t (2) Walford graphs, fitted by eye (Fig. lb), of lt+1 (length at age t+1) against j. (length at age t) yielded values for k TABLE 1. MEAN TOTAL LENGTHS (TL) AND THEIR 95% CONFI FOUR YEAR CLASSES OF GAIAXIAS VULGARIS FROM AGE (years) Mean TL (mm) 61.33 79.06 91.12 97.81 MALES 95% CL ±0.7156 ±1.2872 ±1.9425 ±4.3493 Sample size 157 85 32 8 Mean TL (mm) 61.66 81.52 97.45 110.07 CADWALLADER - VON BERTALANFFY EQUATION 13 (slope) of 0.63 and 0.8 for males and females respectively. The intercepts (males = 42.8, females = 31.38) were equated to -Zoo (1 - k) and thus values of joo were calculated. These gave 115.7 for males and 156.9 for females. Values of i«, can also be obtained directly from the graph, being the intercepts on the 45° diagonal. Secondly, K and to were calculated using the natural logarithmic form of equation (1): K(t - t ) (3) log (I it) = logei, Removal of the bracket on the right hand side of the equation gives: log (I ^e v < l.) = log 1 + Kt - Kt t e °° o (4) The graph, fitted by eye, of log (l w - 11) against t was a straight line of negative slope (Fig. la) from which K (slope) and the Y-axis intercept were obtained. For males, K = 0.3705 and the Y-axis intercept = 4.3471, and for females, K = 0.2 366 and the Y-axis intercept = 4.7941. Values of t^  were calculated by equating the Y-axis intercept to loge-£oo + Kto. For males to = -1.091, and for females t^  = -1.106. The von Bertalanffy equation describing growth in length of males was therefore: 1 = 115.7 (1 - e •0.3705(t + 1.091) and for females: l = 156.9 (1 - e -0.2366(t + 1.106) These equations adequately describe annual growth in length of G. vulgaris up to the end of the fourth year (Fig. 2). TABLE 2 . PARAMETERS OF THE VON BERTALANFFY EQUATION OBTAINED BY THE GRAPHICAL AND ALLEN METHODS, DESCRIBING ANNUAL GROWTH IN LENGTH OF GALAXIAS VULGARIS UP TO THE END OF THE FOURTH YEAR. G r a p h i c a l e s t i m a t e s A l l e n e s t i m a t e s ( C a d w a l l a d e r i n p r e s s ) MALES K FEMALES K o °° o 115.7 0.3705 -1 .091 156.9 0.2366 -1.106 112.6 0.4271 -0.8405 158.9 0.2295 -1.1397 The g r a p h i c a l l y - e s t i m a t e d p a r a m e t e r s , p a r t i c u l a r l y t h o s e f o r f e m a l e s , a r e s i m i l a r t o t h o s e o b t a i n e d by t h e A l l e n m e t h o d ( T a b l e 2 ) , a n d a n n u a l l e n g t h s c a l c u l a t e d f rom t h e g r a p h i c a l l y -d e r i v e d e q u a t i o n s a r e v e r y s i m i l a r t o t h o s e c a l c u l a t e d f rom t h e m a t h e m a t i c a l l y - d e r i v e d e q u a t i o n s ( T a b l e 3 ) . T h u s , a l t h o u g h t h e A l l e n m e t h o d i s more e x a c t , t h e g r a p h i c a l m e t h o d p r o v i d e s an a d e q u a t e a l t e r n a t i v e means o f e s t i m a t i n g t h e p a r a m e t e r s o f t h e v o n B e r t a l a n f f y e q u a t i o n , and i s p a r t i c u l a r l y u s e f u l i f C o m p u t i n g f a c i l i t i e s a r e n o t a v a i l a b l e . 14 MAVRI ORA, 1975, Vol. 3 ö) O 150 100 100 lengthataget 200 ^ig. 1. Graphical estimation of the constants of the von Bertalanffy equation, (M = maies, F = females). See text for explanation. CADWALLADER - VON BERTALANFFY EQUATION 15 100 Males E E f 50 100 50 Females lt-115-7C1-e-°'3706(t+1091)) lt.156-9(1-e-°-2366(t+1l06)) 2 3 Age Cyears) Fig. 2. Annual growth in length of Galaxias vulgaris. The mean length of each age group, together with its 95% confidence interval (Table 1 ) , is superimposed on the von Bertalanffy curve, the parameters of which were estimated graphically. 16 MÄURI ORA, 1975, Vol. 3 TABLE 3. ANNUAL LENGTHS (TL) OF GALAXIÄS VULGARIS CALCULATED FROM VON BERTALANFFY EQUATIONS WHOSE PARAMETERS WERE DERIVED GRAPHICALLY (G) AND BY THE ALLEN METHOD (A). Age MALES TL (mm) FEMALES TL (mm) (years) * G A G A 1 62.37 61.32 61.55 61.65 2 78.88 79.14 81.65 81.59 3 90.28 90.77 97.50 97.45 4 98.15 98.36 110.02 110.05 ACKNOWLEDGMENTS This work was carried out during the tenure of a research fellowship front the New Zealand Ministry of Agriculture and Fisheries. I thank the late Professor R.M. Cassie and Dr M.J. Winterbourn for their constructive criticisms of the manuscript. LITERATURE CITED ALLEN, K.R. 1966. A method of fitting growth curves of the von Bertalanffy type to observed data. Journal of the Fisheries Research Board of Canada 23: 163-179. ALLEN, K.R. 1969. Application of the Bertalanffy growth equation to Problems of fisheries management: a review. Journal of the Fisheries Research Board of Canada 26: 2267-2281. BERTALANFFY, L. von. 1938. A quantitative theory of organic growth. Human Biology 10: 181-213. BEVERTON, R.J.H. and HOLT, S.J. 1957. On the dynamics of exploited fish populations. Fishery Investigations, London 19: 533 pp. CADWALLADER, P.L. in press. Age, growth and condition of the common river galaxias, Galaxias vulgaris Stokell, in a Canterbury river, New Zealand. New Zealand Ministry of Agriculture and Fisheries, Fisheries Research Bulletin 17. DICKIE, L.M. 1968. Mathematical modeis of growth. In: Ricker, W.E. (Ed.), Methods for Assessment of Fish Production in Fresh Waters. 120-123. Blackwell Scientific Publications, Oxford and Edinburgh. 313 pp. FORD, E. 1933. An account of the herring investigations conducted at Plymouth during the years from 1924 to 1933. Journal of the Marine Biological Association of the U.K. 19: 305-384. HEMMINGSEN, A.M. 1960. Energy metabolism as related to body size and respiratory surfaces and its evolution. Reports of the Steno Memorial Hospital and the Nordisk Insulinaboratorium 9: 3-110. KNIGHT, W. 1968. Asymptotic growth: an example of nonsense disguised as mathematics. Journal of the Fisheries Research Board of Canada 25: 1303-1307. KOHLER, A.C. 1959. The growth, length-weight relationship, and maturity of haddock (Melanogrammus aeglefinus L.) from the region of Lockeport, N.S. Journal of the Fisheries Research Board of Canada 17: 41-60. CADWALLADER - VON BERTALANFFY EQUATION 17 LARKIN, P.A., TERPENNING, J.G. and PARKER, R.R. 1957. Size as a determinant of growth rate in rainbow trout Salmo gairdneri. Transactions of the American Fisheries Society 86: 84-96. LOCKWOOD, S.J. 1974. The use of the von Bertalanffy growth equation to describe the seasonal growth of fish. Journal du Conseil International pour 1'Exploration de la Mer 6: 266-272. MAY, A.W., PINHORN, A.T., WELLS, R. and FLEMING, A.M. 1965. Cod growth and temperature in the Newfoundland area. International Commission for the Northwest Atlantic Fisheries, Special Publication 6: 545-555. PALOHEIMO, J.E. and DICKIE, L.M. 1965. Food and growth of fishes. I. A growth curve derived from experimental data. Journal of the Fisheries Research Board of Canada 22: 521-542. RAFAIL, S.Z. 1971. A new growth model for fishes and the estimation of Optimum age of fish populations. Marine Biology 10: 13-21. RICKER, W.E. 1958. Handbook of computations for biological statistics of fish populations. Bulletin of the Fisheries Research Board of Canada 119. 300 pp. SILLIMAN, R.P. 1969. Comparison between Gompertz and von Bertalanffy curves for expressing growth in weight of fishes. Journal of the Fisheries Research Board of Canada 26: 161-165. WALFORD, L.A. 1946. A new graphic method of describing the growth of animals. Biological Bulletin of the Marine Biological Laboratory, Woods Hole 90: 141-147. 

Graphical fitting of the Von Bertalanffy equation

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Graphical fitting of the Von Bertalanffy equation

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