Theor. Appl. Genet. 50, 3-15 (19777
9 by Springer-Verlag 1977
Growth and Cold Hardiness of Intervarietal Hybrids of Douglas-fir G . E . Rehfeldt R e s e a r c h G e n e t i c i s t , I n t e r m o u n t a i n F o r e s t and Range E x p e r i m e n t Station, F o r e s t S e r v i c e , U.S. D e p a r t m e n t of A g r i c u l t u r e , Ogden, Utah ( U . S . A . ) S u m m a r y . P o t e n t i a l s for i m p r o v e m e n t of the i n t e r i o r v a r i e t y of D o u g l a s - f i r (Pseudotsuga m e n z i e s i i v a r . ' g l a u c a ' ) by h y b r i d i z a t i o n with the c o a s t a l v a r i e t y (P.m. v a r . ' m e n z i e s i i ' ) w e r e e x p l o r e d . The p r i m a r y o b j e c t i v e was to a s s e s s p o s s i b i l i t i e s for i n c r e a s i n g growth p o t e n t i a l s of the i n t e r i o r v a r i e t y while m a i n t a i n i n g a d a p t a t i o n to r e l a t i v e l y cold i n l a n d e n v i r o n m e n t s . Seventy f u l l - s i b h y b r i d f a m i l i e s and t h e i r h a l f - s i b p a r e n t a l l i n e s w e r e g r o w n in two c o n t r a s t i n g e n v i r o n m e n t s c o m m o n to the i n t e r i o r v a r i e t y . Nine t r a i t s r e l a t e d to growth, phenology, and f r e e z ing t o l e r a n c e in 4 - y e a r - o l d t r e e s w e r e c o m p a r e d . F o r t r a i t s r e l a t e d to growth (height and d i a m e t e r ) in the i n l a n d e n v i r o n m e n t , h y b r i d s e q u a l e d the growth of the c o a s t a l v a r i e t y and e x c e e d e d the i n t e r i o r v a r i e t y by 40 p e r c e n t . F o r t r a i t s r e l a t e d to adaptation (bud b u r s t , bud set, f r o s t d a m a g e , t r e e f o r m , and f r e e z i n g t o l e r a n c e ) , h y b r i d s w e r e i n t e r m e d i a t e but a p p r o a c h e d l e v e l s c h a r a c t e r i s t i c of the i n t e r i o r v a r i e t y . S u r v i v a l of h y b r i d s e q u a l e d that of the i n t e r i o r v a r i e t y and was s u p e r i o r to t h a t of the c o a s t a l v a r i e t y . H y b r i d c h a r a c t e r s could not be p r e d i c t e d r e l i a b l y from those of p a r e n t a l l i n e s . Yet, q u a n t i t a t i v e g e n e t i c a n a l y s e s s u g g e s t that e x p r e s s i o n of c h a r a c t e r s r e l a t e d to growth depends on n o n a d d i t i v e g e n e t i c effects, but e x p r e s s i o n of t h o s e r e l a t e d to a d a p t a t i o n i s s o m e w h a t dependent on additive e f f e c t s . R e a l i z a t i o n of the t r e m e n d o u s potential of h y b r i d i z a t i o n for i m p r o v e m e n t of the i n t e r i o r v a r i e t y will r e q u i r e at l e a s t one b a c k c r o s s g e n e r a t i o n o r additional c r o s s e s u t i l i z i n g i n t r o g r e s s e d p o p u l a t i o n s . Key w o r d s : Pseudotsuga menziesii - D o u g l a s - f i r - H y b r i d i z a t i o n - Cold H a r d i n e s s - P h y s i o l o g i c Adaption Growth P a t t e r n Introduction
tish C o l u m b i a , growth of i n t e r v a r i e t a l h y b r i d s is i n f e r i o r to that of c o a s t a l p a r e n t a l l i n e s ( O r r - E w i n g
I n t e r v a r i e t a l h y b r i d i z a t i o n of D o u g l a s - f i r (Pseudo-
1966; O r r - E w i n g et al. 19727. Yet, t h e s e s a m e h y -
tsuga m e n z i e s i i ) p r o v i d e s a m e a n s for i n c o r p o r a t i n g
b r i d s m a y be c o n s i d e r a b l y m o r e v a l u a b l e to i n l a n d e n -
the growth potential of the c o a s t a l v a r i e t y (P.m. v a t .
v i r o n m e n t s than to m a r i t i m e e n v i r o n m e n t s ( O r r - E w i n g
' m e n z i e s i i ' ) into the g e r m p l a s m of the i n t e r i o r v a r -
et al. 1972).
iety (P.m. v a r .
' g l a u c a ' ) . A d a p t a t i o n to a m a r i t i m e
The o b j e c t i v e of the p r e s e n t study is to e x p l o r e the
c l i m a t e ( F i g . 1) has endowed the c o a s t a l v a r i e t y with
potential of i n t e r v a r i e t a l h y b r i d i z a t i o n for i m p r o v i n g
growth r a t e s s u p e r i o r to the i n t e r i o r v a r i e t y . Yet,
D o u g l a s - f i r in the N o r t h e r n Rocky M o u n t a i n s . P r i -
s u p e r i o r growth p o t e n t i a l s a r e r e a l i z e d only in m i l d
m a r y e m p h a s i s i s g i v e n to growth p o t e n t i a l , p h y s i l o g i c
c l i m a t e s (Haddock et al. 1967; S o r e n s e n 19677.
and phenologic a d a p t a t i o n to the growing s e a s o n , and cold
W h e r e a s the i n t e r i o r v a r i e t y is adapted to the cold
h a r d i n e s s . However, s i n c e h y b r i d s m u s t withstand the i n -
w i n t e r s of the Rocky Mountain and I n t e r m o u n t a i n r e -
t e r r e l a t e d c o m p l e x of e n v i r o n m e n t a l f a c t o r s that c h a r -
g i o n s , the c o a s t a l v a r i e t y s u s t a i n s high m o r t a l i t y and
a c t e r i z e the i n t e r i o r , the n u m e r o u s additional t r a i t s
f r o s t d a m a g e in c o n t i n e n t a l c l i m a t e s of the United
t h ~ d i f f e r e n t i a t e the v a r i e t i e s c a n n o t be d i s c o u n t e d .
States ( W r i g h t et al. 1971; G e r h o l d 1965; B a l d w i n
In addition to c h e m i c a l d i f f e r e n c e s a s s o c i a t e d with m o n o -
and Murphy 1956) and G e r m a n y ( S t e r n 1974). In r e l -
t e r p e n e s (yon Rudioff 19737, the v a r i e i t e s differ in
a t i v e l y cold i n l a n d e n v i r o n m e n t s , h y b r i d i z a t i o n m a y
a b i l i t y to withstand drought ( F e r r e l l and Woodard
e f f e c t i v e l y i n c r e a s e the growth potential of the i n t e r -
1966 ; P h a r i s and F e r r e l l 1966), in p a t t e r n s of growth
i o r v a r i e t y while m a i n t a i n i n g cold h a r d i n e s s . Although the concept of h y b r i d i z a t i o n for i m p r o v e -
( I r g e n s - M o l l e r 1968), and in t o l e r a n c e to Rhabdo-
c l i n e pseudotsu~ae (Stephan 1973). T h e r e f o r e , the
m e n t of D o u g l a s - f i r was s u g g e s t e d long ago (Duffield
p r e s e n t r e p o r t of the growth and the cold h a r d i n e s s
19507, c u r r e n t effort e m p h a s i z e s i m p r o v e m e n t of the
of 4 - y e a r - o l d h y b r i d f a m i l i e s and t h e i r p a r e n t a l l i n e s
c o a s t a l v a r i e t y . In the m a r i t i m e e n v i r o n m e n t of B r i -
will be s u p p l e m e n t e d by field t e s t s .
4
F i g . 1. G e o g r a p h i c d i s t r i b u t i o n of D o u g l a s - f i r (Pseudotsuga mer~ziesii) and l o c a t i o n of p r o v e n a n c e s f r o m which h y b r i d s w e r e d e v e l o p e d . The b r o k e n l i n e ap p r o x i m a t e s s e p a r a t i o n of t h e two v a r i e t i e s P.m. v a r . ' m e n z i e s i i ' and p.m. v a r . ' g l a u c a ' ( f r o m Little 1971)
M a t e r i a l s and Methods In addition to 70 h y b r i d f a m i l i e s p r o d u c e d f r o m c o n t r o l l e d p o l l i n a t i o n s (Table 1 ) , w i n d - p o l l i n a t e d c o n e s w e r e o b t a i n e d f r o m t h e 15 t r e e s u s e d as p a t e r n a l p a r e n t s and t h e 18 t r e e s u s e d as m a t e r n a l p a r e n t s . Thus, t e s t s i n c l u d e d 70 f u l l - s i b h y b r i d f a m i l i e s and 33 h a l f - s i b f a m i l i e s that r e p r e s e n t e d p a r e n t a l l i n e s . S eed s w e r e sown in O c t o b e r 1971 in u n r e p l i c a t e d n u r s e r y beds at th e P r i e s t R i v e r E x p e r i m e n t a l F o r e s t N u r s e r y . D u r i n g the f i r s t y e a r of g r o w t h , t h e f o l lowing o b s e r v a t i o n s w e r e m a d e : (1) date on which 90 p e r c e n t of the s e e d l i n g s e m e r g e d , (2) date on which 75 p e r c e n t of t h e t r e e s s e t bud, (3) o c c u r r e n c e of chlorophyll-deficient and albino seedlings, (4 ) height of 50 seedlings of each family, (5) percent survival after the first winter.
Theor. Appl. Genet. 50 (1977)
Nursery trials were established with l-year-old trees at the Coeur d'Alene (Cd'A) and Priest River Experimental Forest ( P R E F ) Nurseries. For all families, five seedlings were transplanted at a spacing of 30 c m into row plots in each of two replications at both nurseries. W h e n seedlings were 3 years old, height was measured and d a m a g e from an early fall frost was scored. During the fourth season of growth, rate of bud burst, date of bud set, andtreeform were scored for each tree. Tree height, diameter at the ground, and leaf length also were measured. Frost d a m a g e to each tree was scored on 10 October by m e a n s of a s c a l e f r o m 1 to 3 : @ l = n o d a m a g e , 2 = i n j u r y to l e a v e s , 3 = d a m a g e to l e a v e s and wood. Bud b u r s t was s c o r e d 19 May at C d ' A and 2 J u n e at P R E F a c c o r d i n g to a s c a l e of 1 to 6 : ~ 1 = bud s c a l e s c l o s e d with no g r e e n l e a v e s v i s i b l e , 6 = e l o n g a t i o n to such an extent that new s h o o t s d r o o p e d p r o n o u n c e d l y . The d a t e b y w h i c h a l l b u d s h a d s e t on e a c h t r e e was s c o r e d at w e e k l y i n t e r v a l s . F o r m was s c o r e d on a s c a l e of 1 to l l : 1 = p r o n o u u c e d d o m i n a n c e of a s i n g l e l e a d e r , 7 = a m a j o r fork r e s u l t i n g in c o d o m i n a n c e of two l e a d e r s , and 11 -- no dominant l e a d e r . Where necessary, appropriate transformations were made for normalizing frequency distributions (Steel and T o r r i e 1960), and the following s t a t i s t i c a l a n a l y s e s w e r e m a d e on data f r o m n u r s e r y t r i a l s : (1) a n a l y s e s of v a r i a n c e f o r a s s e s s i n g the m a g n i t u d e of d i f f e r e n c e s am o n g and within p a r e n t a l v a r i e t i e s and t h e i r h y b r i d s , (2) q u a n t i t a t i v e g e n e t i c a n a l y s e s f o r h y b r i d f a m i l i e s , and (3) r e g r e s s i o n a n a l y s e s f o r p r e d i ct i n g t h e p e r f o r m a n c e of h y b r i d f a m i l i e s f r o m that of t h e i r p a r e n t a l l i n e s . A f t e r data had been c o l l e c t e d f r o m the n u r s e r y trials, artificial freezing tests were made for a s s e s sing d i f f e r e n t i a l t o l e r a n c e to c o l d of h y b r i d f a m i l i e s and t h e i r p a r e n t a l l i n e s . F o r both r e p l i c a t i o n s at e a c h n u r s e r y , l i g n i f i e d t w i g s f r o m the f i v e t r e e s r e p r e s e n ting a s i n g l e f a m i l y w e r e cut, m o i s t e n e d , p a c k a g e d t o g e t h e r in p o l y e t h y l e n e b ag s, and s t o r e d in a c o o l e r . This p r o c e d u r e was f o l l o w e d b i w e e k l y f r o m l a t e S e p t e m b e r to l a t e N o v e m b e r . Twigs w e r e t r a n s p o r t e d to the M o s c o w l a b o r a t o r y w h e r e they w e r e s t o r e d at 3 ~ E x c e p t f o r the s a m p l e s c o l l e c t e d in l a t e N o v e m b e r , all s a m p l e s w e r e f r o z e n at a c o o l i n g r a t e of 5 ~ to p r e d e t e r m i n e d t e m p e r a t u r e s within 36 h o u r s f r o m c o l l e c t i o n . As o u t l i n e d by Sakai and W e i s e r ( 1 9 73) , an a t t e m p t was m a d e to induce m a x i m u m h a r d i n e s s into t w i g s c o l l e c t e d in l a t e N o v e m b e r . Since t h e s a m p l e s had b e e n c o l l e c t e d at t e m p e r a t u r e s below 0 ~ t w i gs were stored at -7~ for i week and at -10~ for 3 days. Thereafter, they were cooled at a rate of 5~ to predetermined temperatures. Twigs were r e m o v e d from the freezer at the desired temperature, thawed at 5~ for at least 24 hours, and placed in water in a greenhouse. After I week, d a m age from freezing was scored on the basis of browning of leaves. The n u m b e r of twigs d a m a g e d for each family was recorded according to each replication at both nurseries. Regression analyses were used to assess d i f f e r e n t i a l a b i l i t y of f a m i l i e s to t o l e r a t e f r e e z i n g .
Results General Observations As a n t i c i p a t e d f r o m the r e s u l t s of A l l e n (1960, 1961), 90 p e r c e n t of the s e e d l i n g s r e p r e s e n t i n g t h e i n t e r i o r
G .E.
Rehfeldt : Growth and Cold Hardiness
of I n t e r v a r i e t a l
H y b r i d s of D o u g l a s - f i r
5
T a b l e 1. M a t i n g d e s i g n f o r p r o d u c t i o n o f 70 f u l l - s i b h y b r i d f a m i l i e s . F a m i l y c o d e s i n c l u d e d t h e h y b r i d s , 15 p a t e r n a l h a l f - s i b f a m i l i e s , a n d 18 m a t e r n a l h a l f - s i b f a m i l i e s . H y b r i d c o d e s a r e d e r i v e d f r o m t h e c o m b i n a t i o n o f codes that key their respective parental lines Maternal provenances,
Paternal provenance Tree number
interior variety
Lacomb,
Family Code Moscow, Idaho
Clarkia, Idaho
2 3 4 5 7 8 9 10
5 7 8 9 10
7 9 16 17 18 19 22 25 26 27
11 12 13 14 15 16 17 18 19 20
Oregon
curred
bino seedlings terior
100
100
101
102
103
104
98
99
100
106
107
A
B
C
D
E
F
G
H
I
J
U
V
W
X
Y
2B 3B 4B
2C 3C 4C
2D 3D 4D
2E 3E 4E 5F 7F 8F
9A 10A
9B 10B
9C 10C
9D 10D
llA
trees
12V 13H
13W 14I
14X
15E 16A
15J 16U 17G
18C
17V 18H
18W
19D
19I
19X
20E
b y 17 M a y a n d s e e d l i n g s
variety.
repre-
2 w e e k s l a t e r . The was the same
in three families
or al-
of t h e i n -
hy-
h a d s e t b u d s by 3 A u g u s t , respectively.
variety averaged
Whereas
5 cm in height,
and the coastal variety averaged 7.5 cm.
H i g h r a t e s of m o r t a l i t y
occurred
reached
during the winter
-26~
20J
when there was
20Y
buds only 1 week before nursery tests were established. Little additional 3 years,
No m u t a n t s e e d l i n g s o c -
Chlorophyll-deficient
a n d 26 S e p t e m b e r ,
15Y
16F 17B
were present
of 1 9 7 2 . T e m p e r a t u r e s
5J 7J 8J
llU
14D
of hybrid seedlings
of t h e i n t e r i o r
51 7I 8I
12G 13C
and coastal families
hybrids
5H 7H 8H
11F 12B
Seventy-five percent of the seedlings from interior, brid,
5G 7G 8G
9E 10E
variety and in two families of the coastal variety.
28 A u g u s t ,
B. C.
35
2A 3A 4A
in hybrid families.
Lake Cowichan,
11
senting the coastal variety emerged
as that of the interior
Oregon
10
4
r a t e of e m e r g e n c e
Valsetz,
8
2 3
variety had emerged
- coastal variety
occurred
during the next
a l t h o u g h it w a s n o t u n t i l t h e w i n t e r
that some depth.
mortality
trees
Yet,
were
these
taller
general
the capability
of hybrid
inland climate
approaches
As a group,
observations
families
suggest
to survive
that of the interior
hybrids were intermediate
ental varieties
in some traits,
variety in others,
o f 1974
than the maximum
similar
and approached
lelic or genic contributions
that
in the variety.
between parto the interior
the coastal variety
in still other traits. A lack of chlorophyll-deficient albino mutants in hybrid families
snow
and
implies unique al-
to t h e g e n e t i c l o a d of p a r -
ental varieties.
l i t t l e o r n o s n o w c o v e r . W h e r e a s 44 p e r c e n t of t h e t r e e s of hybrid and interior
origin survived,
of t h o s e o f c o a s t a l o r i g i n s u r v i v e d . survival
only 9 percent
Of t h e l a s t g r o u p ,
Nursery
Studies
was only 5 percent for trees from Oregon, but
w a s 20 p e r c e n t
for those from British Columbia.
Unfortunately, effects of climate ling survival.
it i s not p o s s i b l e to s e p a r a t e from those of transplanting
Many trees
Except for families the
on seed-
of c o a s t a l o r i g i n h a d s e t
the nursery replaced
from Oregon,
most seedlings in
tests that died during the first winter were
i n t h e s p r i n g of 1 9 7 3 . A f t e r t r a n s p l a n t i n g ,
five seedlings
represented
most families
in each rep-
6
Theor. Appl. Genet. 50 (1977)
l i c a t i o n at b o t h n u r s e r i e s , lings representing
each family from Oregon averaged
l e s s t h a n o n e in e a c h r e p l i c a t i o n . used for replacement may represent
iance within families. Depending on thevariable, these
but t h e n u m b e r of s e e d Because seedlings
survived the first winter, they
the most hardy individuals from each
family. Thus, particularly for coastal origins, plasm represented
in t h e n u r s e r i e s
toward maximal hardiness.
germ
effects accounted for 40 to 75 percent of the variance. Mean differences for traits relatedto growth (height and diameter) indicate that traits of the hybrids and the coastal variety exceed the interior variety by about 40 percent (Table 2). Infact, over 70 percent of the hybrid families were of significantly (LSD 0.05) greater
m a y be s k e w e d
P o s s i b l e e f f e c t s of a s k e w e d
height and diameter than the family representing its
d i s t r i b u t i o n on i n t e r p r e t a t i o n of s t a t i s t i c a l a n a l y s e s
maternal parent and about 25 percent were also larger
will be a s s e s s e d
than the family representing its paternal parent. For
subsequently.
A n a l y s e s of v a r i a n c e r e v e a l e d that t h e l a r g e m e a n
traits related to adaptation to the inland climate (bud
d i f f e r e n c e s f o r all v a r i a b l e s e x c e p t bud b u r s t at C d ' A
burst, bud set, frost damage, and form), hybrids
( T a b l e 1 ) w e r e a s s o c i a t e d with s i g n i f i c a n t ( 1 7o l e v e l )
were generally intermediate between their parental
main effects for varieties
representatives (Table 2), but comparisons of means
and n u r s e r i e s .
Analyses al-
so revealed substantial variation among families with-
(LSD 0.05) showed that a smaller proportion of hy-
in p a r e n t a l v a r i e t i e s and a m o n g h y b r i d f a m i l i e s f o r
brid families deviated significantly from their ma-
most variables.
ternal line than from their paternal.
H o w e v e r , e x c e p t f o r t r e e f o r m and
r a t e of bud b u r s t ,
intraclass
correlations
for varieties
Similarities in results for several variables are
w e r e 2 to 5 t i m e s g r e a t e r t h a n t h o s e a s s o c i a t e d with
elucidated by the correlation matrix (Table 3 ). First,
families within varieties.
trees that set buds late tended to suffer frost damage;
tween nurseries two variables. intermediate
Significant interactions be-
and v a r i e t i e s w e r e d e t e c t e d f o r o n l y F r o s t d a m a g e to h y b r i d s at P R E F w a s
b e t w e e n t h a t of t h e two v a r i e t i e s .
high levels of frost damage poor form growth
At
were
associated
(high score) ; trees of poor form
rate (negative deviation from
with a had a low
the regression
C d ' A , w h e r e d a m a g e w a s m u c h l e s s s e v e r e t h a n at
line) ; and low growth
PREF,
Second,
tall trees tended to have large diameters,
leaves,
and a high growth
h y b r i d s s u f f e r e d t h e s a m e l e v e l of d a m a g e a s
the interior variety.
B u d b u r s t at C d ' A o c c u r r e d
a p p r o x i m a t e l y t h e s a m e t i m e f o r all v a r i e t i e s .
at
fall to represent
At
rate characterized
short trees. long
rate. Yet, these coefficients
character
association
within the di-
P R E F bud b u r s t f o r t h e c o a s t a l v a r i e t y w a s d e l a y e d .
vergent varieties. Underlined coefficients (Table 3 ) re-
High i n t r a c l a s s
flect associations
Table 2. Mean
correlations
were associated with vat-
values for eight variables
according
to nurseries
(5 ~ level)
and varieties
Frost d a m a g e ( c l a s s e s ) Height Leaf deviBoth l e n g t h ation~ nurs(mm) (cm) PREF 3 Cd'A 4 eries
Bud burst (classes)
4.00
4-year height (cm)
Diam- Bud eter set • (mm) (weeks)
50.2 57.2
12.3 15.9
3.8 2.6
5.9 3.9
31.8 30.4
-1.11 +1.11
33.9 54.1 53.2
10.0 14.0 13.6
2.1 3.1 4.3
4.2 4.4 6.2
30.3 31.5 29.2
-I.05 1.08 + 1 . 0 2 1.63 -1.04 2 . 2 3
Form (classes)
that differed significantly
PREF
Cd'A
Nurseries PREF Cd'A
1.62
3.78
1.04
Varieties Interior Hybrid Coastal
W e e k s after August 1 2 Deviation from regression of 4-year height on 3-year height a Priest River Experimental Forest Nursery 4 Coeur d' Alene Nursery
1.00 1.04 1.33
1.04 1.33 1.72
4.17 4.02 3.56
3.67 3.69 3.90
G . E . Rehfeldt : G r o w t h and Cold H a r d i n e s s of I n t e r v a r i e t a l H y b r i d s of D o u g l a s - f i r
7
Table 3. S i m p l e c o r r e l a t i o n c o e f f i c i e n t s a m o n g eight v a r i a b l e s . C o r r e l a t i o n s w e r e b a s e d on data f r o m i n d i v i d u a l s e e d l i n g s f r o m all f a m i l i e s , n u r s e r i e s , and r e p l i c a t i o n s . S i g n i f i c a n c e at the 1 p e r c e n t l e v e l of p r o b a b i l i t y is i n d i c a t e d by r > 0 . 0 8 and r < - 0 . 0 8 . U n d e r l i n e d c o e f f i c i e n t s r e f l e c t a s s o c i a t i o n s that d i f f e r e d s i g n i f i c a n t l y in p a r e n t a l v a r i e t i e s Variable Frost damage Bud burst Bud set Form Diameter Height Deviation ~ Leaf length
4-year height
Frost damage
Bud burst
Bud set
Form
-0.05 -0.04 0 -~.12 0.87
0.05 0.38 0.29 -0.14
0.03 0.08 -0.11
0.30 -0.08
-0.01
0.51 0.33
-0.37 0.II
-0.01 0.01
-0.08 0.I0
-0.36 0.07
Diameter
Height deviation ~
0.39 0.31
0.06
1 D e v i a t i o n f r o m r e g r e s s i o n of 4 - y e a r height on 3 - y e a r height
f o r p a r e n t a l v a r i e t i e s . All of t h e i n d i c a t e d a s s o c i a t i o n s p e r t a i n to e i t h e r d i r e c t o r i n d i r e c t r e l a t i o n s h i p s with
C o n t r a s t i n g g e n e t i c e f f e c t s d i f f e r e n t i a t e d the v a r ious t r a i t s . G e n e t i c e f f e c t s a c c o u n t e d f o r l i t t l e v a r i -
bud b u r s t and bud s e t . Thus, d i f f e r e n t m a t r i c e s p r i m a -
a n c e in t r e e f o r m , height d e v i a t i o n , o r f r o s t d a m a g e
r i l y r e f l e c t the d e g r e e that p h e n o l o g i c a l e v e n t s of the
at C d % . G e n e t i c v a r i a n c e s f o r height and d i a m e t e r
c o a s t a l v a r i e t y w e r e o u t - o f - p h a s e with the i n l a n d c l i -
w e r e a s s o c i a t e d p r i m a r i l y with i n t e r a c t i o n s b e t w e e n
mate.
m a l e s and f e m a l e s . W h e r e a s s m a l l but s i g n i f i c a n t
R e s u l t s of t h e s e a n a l y s e s e m p h a s i z e g e n e t i c d i v e r -
m a i n e f f e c t s of f e m a l e s w e r e i n d i c a t e d by l e a f length,
g e n c e of t h e two v a r i e t i e s along with s u b o r d i n a t e g e n -
g e n e t i c v a r i a n c e in bud s e t was d e t e r m i n e d p r i m a r i l y
e t i c v a r i a t i o n within e a c h v a r i e t y . Yet, p a r e n t a l v a r -
by the m a i n e f f e c t s of m a l e s . That f o r f r o s t d a m a g e
i e t i e s a r e s u f f i c i e n t l y r e l a t e d that i n v i a b i l i t i e s , i n -
at P R E F and bud b u r s t was d i v i d e d b e t w e e n m a i n e f -
c o m p a t i b i l i t i e s , o r n e g a t i v e h e t e r o s i s w e r e not e v i -
f e c t s of m a l e s and f e m a l e s .
d e n c e d by the p e r f o r m a n c e of h y b r i d f a m i l i e s . In the
Additional a n a l y s e s w e r e m a d e a c c o r d i n g to t he
inland c l i m a t e , h y b r i d s e x p r e s s e d g r o w t h p o t e n t i a l s
following m o d el f o r a s s e s s i n g the r e l a t i v e i m p o r t a n c e
s i m i l a r to the c o a s t a l v a r i e t i y and a d a p t a t i o n a l f e a -
of m a t e r n a l l i n e, p a t e r n a l l i n e , and n u r s e r y e n v i r o n -
t u r e s that a p p r o a c h e d t h o s e of the i n t e r i o r v a r i e t y . A
m e a t in d e t e r m i n i n g h y b r i d p e r f o r m a n c e :
high d e g r e e of v a r i a t i o n a m o n g and within h y b r i d f a m ilies approbates quantitative analyses for elucidat-
Yi7 d = a + bXi9 + bXid + bX n
ing g e n e t i c v a r i a n c e s . E v e n though t h e o r e t i c a l c o n c e p t s in q u a n t i t a t i v e genetics for hybrid populations are r a t h e r limited, q u a n t i t a t i v e m e t h o d s w e r e u s e d f o r data f r o m the 70 f u l l - s i b h y b r i d f a m i l i e s . R e s u l t s of t h e s e a n a l y s e s s h o u l d p r o v i d e only a g e n e r a l a s s e s s m e n t of g e n e e f f e c t s , g e n e t i c v a r i a n c e s , and s e l e c t i o n p r o c e d u r e s f o r the h y b r i d f a m i l i e s . A l t h o u g h r e s u l t s of q u a n t i t a t i v e a n a l y s e s (Table 4) a r e p r e s e n t e d as if t h e m a t i n g d e s i g n had b e e n h i e r -
where: YiQd = m e a n v a l u e of h y b r i d of m a t e r n a l f a m i l y 9 and p a t e r n a l f a m i l y c~ g r o w i n g in n u r s e r y i. Xi~ = m e a n v a l u e of the h a l f - s i b f a m i l y r e p r e s e n ting m a t e r n a l t r e e Q in n u r s e r y i. X i d = m e a n v a l u e of the p a t e r n a l h a l f - s i b f a m i l y d g r o w i n g in n u r s e r y i. X
n
= dummy variable for nurseries.
A c c o r d i n g to t h i s m o d e l , r e s u l t s of a n a l y s e s a r e
a r c h i a l , the m o s t a p p r o p r i a t e d e s i g n i n v o l v e d s e v e n
s u b j e c t to b i a s i n t r o d u c e d by the confounded m a t i n g
s e t s of f a c t o r i a l m a t i n g s (Table 1 ) . S t a t i s t i c a l a n a l y s e s
d e s i g n . To a l l e v i a t e e f f e c t s of confounding, the r e l a -
and t h e i r i n f e r e n c e s w e r e m a d e a c c o r d i n g to beth d e -
t i v e i m p o r t a n c e of independent v a r i a b l e s in d e t e r -
s i g n s , but t h e h i e r a r c h i a l m o d e l is p r e s e n t e d f o r s i m -
m i n i n g t h e dependent v a r i a b l e was a s s e s s e d by m e a n s
plicity.
of s t a n d a r d i z e d p a r t i a l r e g r e s s i o n c o e f f i c i e n t s f o r
8
T h e o r . Appl. Genet.
50 (1977)
Table 4. I n t r a c l a s s c o r r e l a t i o n s d e r i v e d f r o m a n a l y s e s of v a r i a n c e f o r e x a m i n i n g p e r f o r -
S o u r c e of v a r i a n c e df Nurseries Replication Families .
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1 4 69 .
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Females Males/females .
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Form
0;06** 0.03** 0.17"*
0.20** 0.01" 0.16"*
0.17"* 0.01"* 0.08**
0.11"* 0 0.04**
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Experimental error s Within cells
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139 1,042
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0.18"* 0.56
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0.02** 0.02**
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0.04*
0 0.02
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0.0 0.04**
0.02
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0 0 .
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0.03** 0.05**
0 0 .
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0.01 0.07"*
0
0 0 .
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0.01 0.15"*
0 0 .
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0.01 0.15"*
0
14 55 .
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0 0.17"*
17 52 .
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0.01 0.16"*
69
N x males N • females/males .
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N • females N x males/females .
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Bud set
14 55
N • families
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Diameter
17 52
Males Females/males .
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4-year height
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0.03** 0.01
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0 0.02 .
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0.09** 0.54
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0 0.04"
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0. I0"* 0.62
0.05** 0.75
D e v i a t i o n f r o m r e g r e s s i o n of 4 - y e a r height on 3 - y e a r height C o n t a i n s s o u r c e s of v a r i a t i o n f r o m t h e t h r e e i n t e r a c t i o n s i n v o l v i n g r e p l i c a t i o n * S i g n i f i c a n c e of F v a l u e at 0 . 0 5 l e v e l of p r o b a b i l i t y * * S i g n i f i c a n c e of F v a l u e at 0.01 l e v e l of p r o b a b i l i t y
which e f f e c t s of i n t e r c o r r e l a t i o n among independent
h y b r i d f a m i l i e s s e e m s to be dependent on n o n a d d i t i v e
variables are eliminated.
g e n e t i c v a r i a n c e s . Adaptational f e a t u r e s s e e m to be
R e s u l t s of r e g r e s s i o n a n a l y s e s (Table 5) depict an
d e t e r m i n e d by r e l a t i v e l y weak a d d i t i v e e f f e c t s . E x -
e x p e c t e d p r e d o m i n a n c e of n u r s e r y e f f e c t s in d e t e r -
cept f o r bud b u r s t , the p e r f o r m a n c e of m a t e r n a l and
m i n i n g h y b r i d p e r f o r m a n c e f o r m o s t t r a i t s . A l s o ap -
p a t e r n a l h a l f - s i b l i n e s p o o r l y r e f l e c t s the p e r f o r m a n c e
p a r e n t fo r all t r a i t s , e x c e p t f r o s t d a m a g e and bud
of h y b r i d f a m i l i e s .
b u r s t , is c h a r a c t e r e x p r e s s i o n in h y b r i d s that is i n dependent of that of t h e i r p a r e n t a l l i n e s . Although t h e s e r e s u l t s a r e s o m e w h a t c o n t r a d i c t o r y to the f o r e going, l i t t l e i n f l u e n c e of p a r e n t a l l i n e s c o u l d be e x p e c t e d in t r a i t s f o r which l i t t l e g e n e t i c v a r i a n c e o r n o n a d d i t i v e e f f e c t s w e r e p r o n o u n c e d in p r e c e d i n g a n a l y s e s . F a i l u r e of r e g r e s s i o n a n a l y s e s to c o r r o b o r a t e
Table 5. C o e f f i c i e n t s of d e t e r m i n a t i o n and s t a n d a r d i z e d partial regression coefficients derived from multiple r e g r e s s i o n s of eight v a r i a b l e s f o r p r e d i c t i o n of h y b r i d m e a n v a l u e s f r o m t h o s e of m a t e r n a l p a r e n t a l l i n e s , p a t e r n a l p a r e n t a l l i n e , and n u r s e r y e n v i r o n m e n t s
p a t e r n a l e f f e c t s i n d i c a t e d by p r e v i o u s a n a l y s e s m a y reflect either reduced penetrance of the coastal g e r m plasm in the inland environment or bias introduced from small samples of several paternal lines. Yet, both analyses support maternal effects for frost d a m age and bud burst. Regardless, except for bud burst, parental lines account for little of the variance determined by the regression models. Quantitative analyses show substantial levels of g e n e t i c v a r i a t i o n among h y b r i d f a m i l i e s . G r o w t h of
Variable
R 2
b '9
b 'd
4 - y e a r height Diameter Bud set Form Leaf length Height d e v i a t i o n Frost damage Bud b u r s t
0.09* 0.28** 0.33** 0.31"* 0.14"* 0.63** 0.75** 0.37**
0.08 0.11 0.18 -0.15 0.23 -0.01 0.25* 0.54**
-0.11 -0.05 0.18 -0.06 0.20 -0.01 -0.12 0.04
b 'N -0.33" -0.49"* 0.33** 0.69* 0.24** -0.81"* 0.80** 0.15
** S i g n i f i c a n c e at t h e 1 p e r c e n t l e v e l of p r o b a b i l i t y * S i g n i f i c a n c e at the 5 p e r c e n t l e v e l of p r o b a b i l i t y
G.E.
Rehfeldt : Growth and Cold Hardiness of Intervarietal Hybrids of Douglas-fir
mance of hybrid families for eight variables.
9
A m o d e l of r a n d o m e f f e c t s w a s a s s u m e d
Frost damage
Bud burst
Leaf length
Height deviation ~
PREF
Cd' A
Both nurseries
PREF
Cd' A
0.04 ~ 0 0.12 ~
0 . 4 0 ~* 0 0.03 ~
0 0.29 ~
0 0.03
0.46 ~ 0 0.05 ~
0 . 1 3 *~ 0.21 ~
0.05 ~ 0.44 ~
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0.04 ~ 0.08 ~ .
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0.01 0.11 ~ .
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0.07 ~ 0.22 ~ .
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0.07 ~ 0.22 ~
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0.0 0.03 .
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0 0.03
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0.09 ~ 0.12 ~
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0.06 ~ 0.15 ~ .
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0.28 ~ 0.16 ~ .
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0.25 ~ 0.19 ~
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0.04 ~ .
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0
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0 0
0
0.08 ~ 0.75
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0.01 0.04 ~
0 0 .
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0.02 ~ 0 . 0 3 *~
0 .
0 0 .
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0 0.03 ~
0 .
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0.0 0.03 e
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0.03 ~
0.01
0.05 ~ 0.52
0.05 ~ 0.67
0.01 0.95
0.03 ~ 0.42
0.10 ~ 0.57
0.07 ~ 0.44
Freezing Tests
minimum temperatures
(Levitt 1972). Consistent with
R e s u l t s of a r t i f i c i a l f r e e z i n g t e s t s d e p i c t e x p e c t e d p a t -
variety,
terns for the development of cold hardiness (Table 6).
September tolerated temperatures
The d e v e l o p m e n t o f l o w l e v e l s o f c o l d t o l e r a n c e i s t r i g -
i n j u r e d at - 1 5 ~
g e r e d by f r o s t s a n d d e v e l o p s at a r a t e r e s p o n s i v e t o
w e r e c o n s i s t e n t l y l o w e r at P R E F t h a n at C d ' A , o n l y
r e s u l t s of T i m m i s and W o r r a l l
T a b l e 6. P e r c e n t a g e o f t w i g s d a m a g e d i n f r e e z i n g t r e a t m e n t s
(1975) for the coastal
l i g n i f i e d t w i g s c o l l e c t e d p r i o r to f r o s t in l a t e of - 1 0 ~
but w e r e
Even though minimum temperatures
a c c o r d i n g to n u r s e r i e s
and varieties
24 & 25 S e p t e m b e r
15 & 16 O c t o b e r
4 & 5 November
~C -10 -15
-15
~C -20
-25
-15
~C -22
-30
-20
~C -25
-30
-35
-2
20 & 26 N o v e m b e r
Nurseries PREF Cd'A Varieties
0 0
0 0
87 91
25 74
90 96
98 99
I 1
28 45
93 96
0 0
3 4
21 35
48 70
0 0 0
0 0 0
56 72 100
8 25 75
72 94 98
90 99 100
0 1 8
14 28 79
82 95 100
0 0 4
1 2 24
5 23 52
25 51 89
0 0 0
0 0 0
76 70 98
51 78 89
87 97 100
96 100 100
0 1 4
18 48 89
83 99 98
0 0 4
1 4 16
11 37 75
35 78 96
at PREF
Interior variety Hybrids Coastal variety V a r i e t i e s at C d ' A Interior variety Hybrids Coastal variety
10
T h e o r . Appl. G e n e t . 50 (1977) - 40
c h a r a c t e r i z e d the c o a s t a l v a r i e t y in l a t e S e p t e m b e r ( F i g . 2 ) . Although v a r i a t i o n in h a r d i n e s s c h a r a c t e r i z e d the i n t e r i o r v a r i e t y at e a c h date, v a r i a t i o n f o r
- 35
the c o a s t a l v a r i e t y b e c a m e p r o n o u n c e d as h a r d e n i n g a d v a n c e d . H a r i d n e s s d e v e l o p e d at a f a s t e r r a t e and
- 30
to l o w e r l e v e l s in t r e e s of the i n t e r i o r v a r i e t y than in t h o s e of the c o a s t a l v a r i e t y . Although i n t e r m e d i a t e ,
- 25
h a r d i n e s s of h y b r i d f a m i l i e s was m o r e s i m i l a r to that 0.
of the i n t e r i o r v a r i e t y than the c o a s t a l . In f a c t , the -20
r a t e that h a r d i n e s s d e v e l o p e d in 17 h y b r i d f a m i l i e s e x c e e d e d that of the f a m i l y of i n t e r i o r o r i g i n c h a r a c -15
t e r i z e d by the l o w e s t r a t e . H a r d i n e s s of only f o u r h y b r i d f a m i l i e s d e v e l o p e d at a s l o w e r r a t e than that of COASTALVARIETY~
-10
HYBRIDS[~"~
the c o a s t a l f a m i l y of f a s t e s t r a t e . G e n e t i c r e l a t i o n s h i p s b e t w e e n the h a r d i n e s s of
i 24-26 SEPT.
A 1516OCT.
i 4-5 NOV.
L 20-26 NOV.
DATE
F i g . 2 . Range in a v e r a g e t e m p e r a t u r e s f o r which 50 p e r c e n t of the t w i g s w e r e d a m a g e d at f o u r s a m p l i n g d a t e s f o r t h e c o a s t a l v a r i e t y , i n t e r i o r v a r i e t y , and hybrids
h y b r i d f a m i l i e s at a p a r t i c u l a r date and that of t h e i r p a r e n t a l l i n e s w e r e e x a m i n e d a c c o r d i n g to t h e m o d e l :
Y~cr = a + bX~ + bXcr
where: Y ~ d = t e m p e r a t u r e a s s o c i a t e d with i n j u r y to 50 p e r slight d i f f e r e n c e s in s e e d l i n g h a r d i n e s s during l a t e
cent of the t w i g s f o r the h y b r i d f a m i l y d e v e l o p e d f r o m
S e p t e m b e r co u l d be a s s o c i a t e d with n u r s e r y e n v i r o n -
m a t e r n a l t r e e ~ and p a t e r n a l t r e e d.
m e n t s . As autumn p r o g r e s s e d , h a r d i n e s s d e v e l o p e d at a f a s t e r r a t e f o r t r e e s at t h e c o l d e r P R E F e n v i r o n m e n t than at C d ' A . A t t e m p t s to induce m a x i m u m l e v e l s of h a r d i n e s s evidently failed. Consistent differences associated
X 7 = t e m p e r a t u r e v a l u e f o r the h a l f - s i b f a m i l y r e p r e s e n t i n g m a t e r n a l t r e e ~. Xd - t e m p e r a t u r e v a l u e f o r the h a l f - s i b f a m i l y r e p r e s e n t i n g p a t e r n a l t r e e d. N u r s e r y e f f e c t s h a v e b e e n o m i t t e d f r o m the mode l
with n u r s e r y e n v i r o n m e n t s w e r e found in s a m p l e s c o l -
b e c a u s e e x c e s s i v e e x t r a p o l a t i o n was n e c e s s a r y f or
l e c t e d in l a t e N o v e m b e r . T h e r e f o r e , d e s p i t e t h e c o l d
i n c l u s i o n of t h e i r e f f e c t s . C o m p a r i s o n s of the e f f e c t s
and l en g t h y s t o r a g e , data o b t a i n e d f r o m t w i g s c o l -
of independent v a r i a b l e s on the dependent w e r e m a d e
l e c t e d on 26 N o v e m b e r p r o b a b l y r e f l e c t h a r d i n e s s f o r
a c c o r d i n g to s t a n d a r d i z e d p a r t i a l r e g r e s s i o n c o e f f i -
l a t e N o v e m b e r . R e g a r d l e s s , the c o r r e s p o n d e n c e b e -
cients.
t w e e n o b s e r v e d d a m a g e f o r t h i s date (Table 6) a n d p r e -
As was e x p e c t e d f r o m F i g . 2, h a r d i n e s s of a h y b r i d
v i o u s data (Sakal and ~ / e i s e r 1973) s u g g e s t s that t r e e s
f a m i l y in l a t e S e p t e m b e r was r e l a t e d to that of n e i t h e r
of both v a r i e t i e s w e r e n e a r m a x i m u m l e v e l s of h a r d i -
p a r e n t a l l i n e (Table 7 ) . H o w e v e r , as was i n d i c a t e d by
ness.
s t a n d a r d i z e d p a r t i a l r e g r e s s i o n c o e f f i c i e n t s , the h a r -
F o r e a c h s a m p l i n g date, s e e d l i n g s of t h e c o a s t a l
d i n e s s of h y b r i d s in m i d - O c t o b e r was d e t e r m i n e d by
v a r i e t y s u s t a i n e d m o r e i n j u r y than t h o s e of t he i n t e r -
equal c o n t r i b u t i o n s f r o m t h e m a l e and f e m a l e l i n e s .
i o r . The n u m b e r of i n j u r i e s to h y b r i d s was i n t e r m e -
In N o v e m b e r the effect of t h e m a t e r n a l l i n e was much
di at e b e t w e e n the two (Table 6 ). F o r a s s e s s m e n t of the
m o r e p r o n o u n c e d than that of t h e p a t e r n a l l i n e . R e -
d i f f e r e n t i a l r a t e s that h a r d i n e s s d e v e l o p e d in v a r i o u s
g a r d l e s s , only one m o d el a c c o u n t e d f o r as m u c h as 30
f a m i l i e s , the a v e r a g e t e m p e r a t u r e r e s u l t i n g in i n j u r y
p e r c e n t of the v a r i a t i o n . C o n s i s t e n t with r e s u l t s of
to 50 p e r c e n t of the t w i g s f o r e a c h f a m i l y at e a c h s a m -
n u r s e r y s t u d i e s , d e v e l o p m e n t of h a r d i n e s s in h y b r i d
pling date was e s t i m a t e d b y i n t e r p l a t i o n and, in s o m e
f a m i l i e s a l s o is p r e d i c t e d p o o r l y by that of p a r e n t a l
c a s e s , by e x t r a p o l a t i o n . U n i f o r m l e v e l s of h a r d i n e s s
lines.
G.E.
R e h f e l d t : G r o w t h and C o l d H a r d i n e s s
of I n t e r v a r i e t a l H y b r i d s of D o u g l a s - f i r
T a b l e 7. C o e f f i c i e n t s of d e t e r m i n a t i o n and s t a n d a r d i z e d partial regression coefficients derived from regress i o n s of t h e t e m p e r a t u r e a s s o c i a t e d w i t h 50 p e r c e n t d a m a g e to h y b r i d t w i g s a s p r e d i c t e d f r o m t h a t of t h e i r m a t e r n a l and p a t e r n a l l i n e s
R 2 24 & 25 September 15 & 16 October 4&5 November 20 & 26 November
b'9
b' d
too
..~
g0
/I///111J /
a0
b'9-b' d ~ 8o
0.03
0.16
0.22 ~*
0.23 ~
0 . 3 2 ~* 0.08 ~
ns
-0.03
0.37 ~
0.56 ~
0.24
ns
-0.01
~,
0.09
11
~.~
ns
40
I
II II
I
I I
I
I
I // t
II
/
//o ..~
/
~ f~ ~ ~
30 .Y
~
S i g n i f i c a n c e at t h e 1 p e r c e n t l e v e l of p r o b a b i l i t y ~ S i g n i f i c a n c e at t h e 5 p e r c e n t l e v e l of p r o b a b i l i t y
,.." .."
.~
..,~ - - - - - - Coastal Variety - Hybrid ......... Interior Variety
9 ,.,'"'""
To p r o v i d e a f u r t h e r a s s e s s m e n t
of d i f f e r e n t i a l
0~
0
10
20
a b i l i t i e s of f a m i l i e s to t o l e r a t e f r e e z i n g of v a r i o u s severities,
a linear regression
analysis was made
f o r e a c h f a m i l y a c c o r d i n g to t h e t r a n s f o r m e d
logistic
model :
30
40
50
60
70
80
90
100
SEVERITY OF FREEZING TREATMENT (%)
Fig. 3. Models of freezing damage according to treatment severity for families representing the range in response for the coastal variety (C and U), interior variety (7 and 15), and hybrids (13C and 15E)
1
Yijk = 1 + be-rXk
'
of coastal origin for which which is represented
were
by the linear model
Fig.3 parental \
as few as 12 observations
available. depicts
extreme
varieties
and
models
hybrids.
for families Fig.4
of
illustrates
ijk
where:
100
Y i j k = p r o p o r t i o n of t w i g s i n j u r e d in s a m p l e f r o m f a m i l y j of t r e a t m e n t
severity
i
k.
90
X k = i n d e x of f r e e z i n g s e v e r i t y = p e r c e n t a g e of 80
t w i g s of all f a m i l i e s i n j u r e d by f r e e z i n g t r e a t m e n t k. b=y 0
] - 1 w h e r e YO i s t h e p r e d i c t e d p e r c e n t d a m -
a g e if no f r e e z i n g t r e a t m e n t r = r a t e of i n c r e a s e
i s a p p l i e d (X k = O).
70