Long-term variation and adaptive
relationship between the life cycle parameters of the North-East
Atlantic cod Gadus morhua
by
Tretyak V.L.
The purposes:
- To study a long-term variation of the basic biological population para- meters of the North-East Atlantic cod, totality which determine the popula- tion development.
- To study the population mecha-
nism regulating the cod abundance
depending on intensive exploitation of
the stock.
min t
t k
exp 1
9 3 t
0 2
t
te
0
e ln 1
k t 1
t
s
1 t t
a exp 1
) 1 t ( S
3 t
5 . 0
s s
;
;
;
.
Material and methods
Long-term dynamics of the cod year classes growth rate (k) and maximum possible life span (t
e).
0.045 0.050 0.055 0.060 0.065 0.070
1940 1960 1980 2000
Year class
k , year -1
22 24 26 28 30
te, year
kte
Maturity ogives of 66 cod year classes 0.0
0.2 0.4 0.6 0.8 1.0
3 6 9 12 15
Age, year
Portion of mature fish
а
0.06 0.08 0.10 0.12 0.14 0.16
1920 1940 1960 1980 2000 Year class
vs, year -1 2=0.92 2=0.99 b
0.06 0.08 0.10 0.12 0.14 0.16
0.40 0.50 0.60 0.70 0.80
Moving average F5-10
Time trend of vs, year-1
R2 = 0.79 c
0.06 0.08 0.10 0.12 0.14 0.16
0.40 0.50 0.60 0.70 0.80
Moving average F5-10
vs, year -1 d2 = 0.72
-0.02 0.00 0.02 0.04
3.0 3.5 4.0 4.5 5.0
Moving average water temperature, oC
dvs, year-1
Variation of cod year classes maturation rate
a
0.45 0.55 0.65 0.75 0.85
1965 1975 1985 1995 Year
Moving average F 5-10, year-1
b 2=0.85 0.04
0.06 0.08 0.10 0.12 0.14 0.16
0.06 0.08 0.10 0.12 0.14
Moving average of vs parameter of parental population, year -1
Parameter vs of year class, year -1
Variation of cod stock historic exploitation rate (a)
and cod year-class maturation rate depending on
average maturation rate of parental population (b)
2=0.95
0.06 0.08 0.10 0.12 0.14 0.16
1965 1975 1985 1995
Year class
Parameter vs, year -1
Approximation of v
s-parameter by the regression equation with two independent variables –
historic exploiutation rate and moving average water temperature in 0-200 m layer of the
Murman Current main branch
Relationship between cod year-classes
maturation rate (v
s) and maximum possible cod life span (t
e) –(a), between their moving average by 21-th years –(b)
R2=0.99
24 25 26 27 28 29
0.08 0.10 0.12 0.14
Moving average of vs-parameter, year -1
Moving average of te-parameter, year
b
2=0.75
22 24 26 28 30
0.05 0.07 0.09 0.11 0.13 0.15 Parameter vs, year -1
Parameter te, year
a
Conclusions
- The numerical characteristics of the basic biological population parameters of the North-East Atlantic cod are changed after the mid of 1970s. The mathematical expectations of growth and maturation rates increased, life span decreased. Variances in the growth rate and the life span increased, rate of maturation decreased. The adaptive relationship between the maturation rate and life span individuals is reverse and statistically significant ( 2=0.75).
Conclusions
- Using a large historic series of observations (1930- 1997) it was shown that the main element in reproductiv strategy and cod population abundance dynamics, the rate of year-classes maturation (vs), had a well-defined time logistic trend to increase (ρ2=0.92). That process
was conditioned by the historic stock exploitation rate in the period, which was close to the year-class life duration and preceding its appearance (ρ2=0.99). It promotes the increase in mature fish abundance and therefore is
aimed at diminishing the negative effect of rising morta- lity on the population abundance. Nevertheless the year- class maturation rate cannot increase to infinity. It has a threshold value outside the limit of which the collapse of the stock starts.The population mechanism of cod abun- dance regulation may be the biological basis of this
species stock management.