POPULATION ECOLOGY
Density-Dependent Melanism in Winter Moth Larvae
(Lepidoptera: Geometridae): A Countermeasure Against Parasitoids?
SNORRE B. HAGEN,1,2,3 OVE SØRLIBRÅTEN,2 ROLF A. IMS,1
AND
NIGEL G. YOCCOZ1
Environ. Entomol. 35(5): 1249Ð1253 (2006)
ABSTRACT Density-dependent melanism, i.e., the phenomenon that individuals at high population
densities develop into a dark-colored phenotype, is often explained as a defense against densitydependent responses of natural enemies, in particular, disease organisms. In the work reported here,
we wanted to test whether density-dependent melanism in insects may yield protection against
parasitoids, which are important regulators of many outbreak populations. This was carried out by
collecting comprehensive Þeld data on parasitoid attack rates and overall mortality of both larvae and
pupae of the outbreak species Operophtera brumata L. (winter moth) in relation to degree of cuticular
melanism. As expected, the results showed that parasitoids were the dominating mortality factor, but
unexpectedly, parasitoid attack was positively associated with the degree of melanism. Also, mortality
caused by unknown factors seemed to be highest in melanic larvae. These results indicate that
density-dependent melanism, which is known to protect several species of insects against disease
agents, does not confer protection against parasitoids in this outbreak species, which is largely
regulated by parasitoids in nature.
KEY WORDS Operophtera brumata, melanism, density-dependent, parasitoid
Many outbreak species of insects develop into a darkcolored phenotype at high population densities (Long
1953, Kunimi and Yamada 1990, Goulson and Cory
1995, Reeson et al. 1998, 2000, Barnes and Siva-Jothy
2000, Hagen et al. 2003). Such density-dependent or
crowding-induced melanism is often explained as a
direct countermeasure against density-dependent responses of natural enemies (predators, parasites, disease) (Kunimi and Yamada 1990, Reeson et al. 1998,
Barnes and Siva-Jothy 2000, Wilson et al. 2001). This
is because melanin apparently is toxic to microbes
(Ourth and Renis 1993), because melanin indirectly
seems to be associated with immune defense directed
against pathogens and parasites (Poinar 1974, Götz
1986, Hung and Boucias 1992, Beckage et al. 1993,
Cotter et al. 2004), and because melanin is believed to
reduce surface penetration of disease organisms by
strengthening the insectÕs cuticle (St. Leger et al. 1988,
Hajek and St. Leger 1994, Wilson et al. 2001). However, as far as we know, no attempt has yet been made
to estimate attack rates by natural enemies on melanic
and nonmelanic phenotypes in an actual Þeld situation. Thus, at this time, the role of density-dependent
melanism in regulating enemy attack in natural insect
populations remains uncertain.
The aim of this study was to provide a Þrst test of the
relationship between cuticular melanism and enemy
Institute of Biology, University of Tromsø, 9037 Tromsø, Norway.
Division of Zoology, Department of Biology, University of Oslo,
P.B. 1050 Blindern, N-0316 Oslo, Norway.
3 Corresponding author, e-mail: snorre.hagen@ib.uit.no.
1
2
attack rate in larvae of an outbreak species its natural
environment. This was done by estimating attack rates
by parasitoids and overall mortality of larvae in relation to degree of cuticular melanism in a natural population of the geometrid moth species Operophtera
brumata L. (winter moth) in northern Norway. The
winter moth shows cyclic population dynamics, with
outbreaks occurring approximately every 9 Ð10 yr in
birch forests (Betula pubescens Ehrh.) of this region
(Tenow 1972, Hogstad 1997, Neuvonen et al. 1999).
The larvae of the species are highly variable in coloration, from pale yellow or green to almost entirely
black, and exhibit direct density-dependent melanism
(Hogstad 1996, Hagen et al. 2003). Natural enemies, in
particular insect parasitoids, have often been proposed as a likely causal mechanism underlying the
cyclic population dynamics of northern Geometrid
populations (for recent reviews, see Ruohomäki et al.
2000, Klemola et al. 2002). Parasitoid attack is clearly
the most important larval mortality factor displaying
density dependence in the winter moth (Roland and
Embree 1995) and in the related, sympatric autumnal
moth (Epirrita autumnata Bkh. [Lepidoptera:
Geometridae]) (Ruohomäki et al. 2000, Klemola et al.
2002). Thus, assuming that density-dependent melanism in winter moth may be linked to the mechanism(s) underlying this speciesÕ cyclic population dynamics, detailed data on the link between melanism
and parasitoid attack in natural populations may help
direct future research on the causes of these cycles.
0046-225X/06/1249Ð1253$04.00/0 䉷 2006 Entomological Society of America
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ENVIRONMENTAL ENTOMOLOGY
Vol. 35, no. 5
Table 1. Sample sizes and proportions, with 95% confidence levels (in brackets), of dead larvae (unknown causes), dead pupae
(unknown causes), and larvae parasitized at two altitudes
Variable/category
Proportions dead larvae
Melanic
Intermediate
Nonmelanic
Proportions dead pupae
Melanic
Intermediate
Nonmelanic
Proportions parasitised larvae
Melanic
Intermediate
Nonmelanic
170 m
240 m
0.120 (n ⫽ 195) 关0.080, 0.170兴
0.039 (n ⫽ 254) 关0.022, 0.071兴
0.031 (n ⫽ 257) 关0.016, 0.060兴
0.140 (n ⫽ 141) 关0.094, 0.210兴
0.039 (n ⫽ 229) 关0.021, 0.073兴
0.099 (n ⫽ 424) 关0.074, 0.130兴
0.023 (n ⫽ 172) 关0.009, 0.058兴
0.041 (n ⫽ 244) 关0.022, 0.074兴
0.032 (n ⫽ 249) 关0.016, 0.062兴
0.050 (n ⫽ 121) 关0.023, 0.100兴
0.077 (n ⫽ 220) 关0.049, 0.120兴
0.079 (n ⫽ 382) 关0.056, 0.110兴
0.43 (n ⫽ 168) 关0.36, 0.50兴
0.34 (n ⫽ 235) 关0.28, 0.40兴
0.38 (n ⫽ 241) 关0.32, 0.44兴
0.36 (n ⫽ 115) 关0.27, 0.45兴
0.25 (n ⫽ 203) 关0.19, 0.31兴
0.14 (n ⫽ 352) 关0.11, 0.18兴
Materials and Methods
Study Area. Field work was carried out during June
and July 2003 in a coastal, subarctic birch forest located at the island of Reinøya in Troms county, northern Norway (70⬚00⬘ N, 19⬚49⬘ E). The study area was
located in a northeasterly oriented slope (mean slope,
23.3⬚) where the forest forms a fairly homogenous belt
from sea level and up to a rather sharp forest limit at
⬇240 Ð250 m elevation. The birch forest at the study
site is a mosaic of the heath and the meadow type
(Hämet-Ahti 1963), with scattered occurrence of
rowan, Sorbus aucuparia L., and willow, Salix spp. (see
Mjaaseth et al. 2005 for detailed description).
Study Design. Ten parallel altitudinal transects
spaced at 200-m intervals were established. Each
transect had four sampling stations at 30, 100, 170, and
240 m elevation, respectively, where winter moth larvae were sampled to determine the role of cuticular
melanism in regulating parasitoid attack as well as
overall mortality of larvae and pupae. Only samples
from 170 and 240 m will be considered in this study,
because of the low number of melanic larvae obtained
from the two lower altitudes, where population densities were low.
As an index of local population density, larvae were
sampled from 10 arm-length birch twigs, collected
haphazardly from different trees, within a radius of
20 m of each sampling station (Hagen et al. 2003, Ims
et al. 2004). Each twig was thoroughly beaten with a
stick over a large plastic box, and the number of larvae
was counted. The 20 sampling stations included in this
study spanned a fairly large range of local densities
(from 0.1 to 6.3 larvae per twig). A larger number of
larvae for analysis of mortality factors under speciÞc
rearing conditions were obtained from each sampling
station using the same sampling method.
The larvae, which were approximately in their
fourth instar at the time of sampling, were subjectively
classiÞed into three ordinal categories based on their
degree of cuticular melanism (Hagen et al. 2003): (1)
nonmelanic (pale yellow or green larvae with pale
head capsules), (2) melanic (very dark larvae with
black stripes and black head capsules), or (3) intermediate (larvae being between these two extremes of
coloration).
Larvae of each morph from the 20 sampling stations
(i.e., from 170 and 240 m elevation) were taken to the
laboratory and kept separately at room temperature
(⬇20⬚C) in groups of 10. Each larval group was kept
in a covered 1-liter plastic box (8 by 15 by 8 cm)
containing an ⬇1-cm-thick layer of silted sand in
which larvae could pupate. Sphagnum moss was added
to retain moisture. A food supply of fresh birch leaves
was added to each box every other day until all of the
caterpillars had either died or pupated. Emergence of
parasitoids, as well as deaths caused by other sources
(unidentiÞed), was recorded concurrently with feeding.
When all larvae had either died or pupated, the
boxes were moved outside and kept at ambient temperatures, sheltered from sun and precipitation. The
boxes were checked every 3 d from 26 September to
12 October, and the number of adults hatching from
each box was recorded. Pupae/cocoons that did not
hatch and had no parasitoid inside were recorded as
having died from an unknown cause. Table 1 shows
the total material obtained in this study.
Statistical Procedure. Sources of variation in the
mortality between the 20 sampling stations were studied using logistic regression analysis (Agresti 1990).
The three focal response variables, which were analyzed separately, were the proportion of larvae found
dead, of pupae found dead (after removing the larvae
known to be dead), and larvae being parasitized (of
those known to have survived up to the pupal stage).
The former two proportions correspond to unknown
causes of death. In a fourth and Þnal analysis, we also
examined the timing of hatching, as the proportion
that hatched before 26 September, to explore whether
melanic and nonmelanic larvae differed in hatching
phenology. In all of the analyses, the focal predictor
variable was cuticular melanism with the tree nominal
levels melanic, intermediate, and nonmelanic. We also
included two covariates that we suspected might have
inßuenced the mortality patterns. These were local
(i.e., station speciÞc) population density (as a quantitative variable) and sampling altitude (categorical
with two levels). Altitude was analyzed as categorical
instead of continuous because there were data from
only two altitudes and because this approach gave the
October 2006
Table 2.
adults
HAGEN ET AL.: MELANISM AND PARASITOID ATTACK IN WINTER MOTH
1251
Results from model selection based on AIC of sources of variation in mortality of larvae and pupae and in eclosion time of
A
C
D
AC
AD
CD
ACD
Dead larvae
Dead pupae
Parasitism
Eclosion time
x
x
x
x
x
x
x
x
x
x
x
x
x
x
x
x
x
x
x
x
x
x
x
x
x
x
x
x
x
x
x
x
x
x
x
x
x
193.6
193.6
189.5
191.0
189.5
187.8
187.1
189.1
187.8
184.9
207.6
188.1
186.5
206.7
188.6
207.4
193.0
204.9
210.6
AICc
159.9
155.0
149.0
159.6
149.0
153.8
153.9
143.5
157.8
151.9
140.4
148.7
146.9
145.8
153.0
150.5
160.9
144.4
159.7
AICc
137.7
136.1
131.7
136.7
136.8
132.5
136.9
132.6
130.0
142.0
134.7
132.6
138.2
134.2
130.3
132.2
143.9
141.6
149.1
QAICc
115.2
115.2
109.7
116.2
111.7
108.9
112.6
109.2
104.9
108.9
102.6
107.3
104.5
101.3
104.6
99.2
101.7
99.1
96.8
AICc
x
x
x
x
x
x
x
x
x
x
x
x
x
x
x
x
x
x
x
x
x
x
x
x
For each of the four proportions or response variables, the two best models (i.e., those with the lowest AIC values) are highlighted in bold.
From any one of the highlighted AIC values, follow the row to the left to see the predictor variables contained in the selected model. The
predictor variables considered were A ⫽ altitude, C ⫽ color (i.e., degree of melanism), and D ⫽ larval density, plus all possible interactions
among these variables (denoted by combining letters: AC ⫽ interaction between A and C).
best model Þt as judged from various diagnostic plots.
In all analyses, we used a model selection approach
based on AICc (AkaikeÕs Information Criterion corrected for small sample size: Burnham and Anderson
1998) to Þnd the most parsimonious models describing
the variation in the different proportions studied in
this paper. We Þrst assessed the goodness-of-Þt of the
most complex model (all main terms and interactions
among melanism, density, and altitude) using residual
plots and overall goodness-of-Þt based on the sum of
Pearson squared residuals (McCullagh and Nelder
1989). There was evidence of overdispersion for the
analysis of proportion larvae parasitized (2 ⫽ 90.79;
df ⫽ 38; P ⬍ 0.01), and we therefore used QAICc
(AICc corrected for overdispersion) for this proportion with an inßation factor c ⫽ 2.54 (Burnham and
Anderson 1998). Note that when the inßation factor
c ⫽ 1, the formulae for QAIC and QAICc reduce to
AIC and AICc. There was otherwise no evidence for
overdispersion for the other proportions (dead larvae:
2 ⫽ 52.34; df ⫽ 38; P ⬎ 0.05; dead pupae: 2 ⫽ 44.27;
df ⫽ 38, P ⬎ 0.10; timing of hatching: 2 ⫽ 13.69; df ⫽
15; P ⬎ 0.10). Residual plots showed that there were
some inßuential observations, but because the estimates and main conclusions were not affected by their
exclusion, we chose to include them when presenting
the results. ConÞdence intervals for proportions were
calculated according to the Wilson method (Agresti
and Coull 1998). All analyses were carried out using
the statistical software R (R Development Core Team
2004).
Results
Overall, the highest mortality rate was accounted
for by parasitoids (26% of the total number of larvae;
Table 1). The overall mortality rate due to unknown
causes was similar in larvae (7%) and in pupae (5%).
Logistic modeling of the different sources of mortality at the level of sampling stations showed that both
mortality caused by parasitoids and unknown mortality in larvae were related to the degree of melanism
(Table 2). However, in contrast to the hypothesisÕ
prediction that melanism is a counteraction against
enemies, the probability for larvae being attacked by
parasitoids increased with the degree of melanism
(Table 1). The best logistic model indicated that effect
of melanism on parasitism interacted with altitude so
that nonmelanic larvae were least attacked at the highest altitude (Table 1). However, the model with an
interaction was only marginally better than a model
with degree of melanism and altitude as additive effects (Table 2). Also, mortality from unknown sources
in larvae was consistently higher in melanic larvae
(Table 3), although the best logistic model indicates
that this difference may depend on local population
density (Tables 2 and 3). Neither unidentiÞed mortality agents in pupae or timing of eclosion of adults
from pupae showed any relationship with degree of
larval melanism.
Discussion
This study found no evidence that crowding-induced melanism in winter moth larvae is a counteraction against density-dependent attacks of natural
enemies. On the contrary, parasitoid attack, which is
clearly the most important larval mortality factor exhibiting density-dependence in the winter moth (Roland and Embree 1995) and the related sympatric
autumnal moth in subarctic birch forest (Ruohomäki
et al. 2000, Klemola et al. 2002), seemed to be highest
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ENVIRONMENTAL ENTOMOLOGY
Vol. 35, no. 5
Table 3. Proportion of dead larvae (with 95% confidence intervals in brackets) caused by unknown sources according to degree of
melanism and local population density
Category
Density: 0.1Ð2.1 larvae/twig
Density: 2.2Ð 4.2 larvae/twig
Density: 4.3Ð 6.3 larvae/twig
Melanic
Intermediate
Nonmelanic
0.14 (n ⫽ 207) 关0.10, 0.20兴
0.041 (n ⫽ 242) 关0.023, 0.074兴
0.098 (n ⫽ 419) 关0.073, 0.130兴
0.11 (n ⫽ 198) 关0.070, 0.16兴
0.044 (n ⫽ 181) 关0.023, 0.085兴
0.045 (n ⫽ 202) 关0.023,0.082兴
0.15 (n ⫽ 40) 关0.071, 0.29兴
0.017 (n ⫽ 60) 关0.001, 0.089兴
0.00 (n ⫽ 60) 关0, 0.060兴
For the purpose of obtaining estimated proportions with conÞdence intervals, local population densities (i.e., average no. of larvae per twig
per sampling station) were categorized according to three intervals.
in melanic larvae. Even the relatively less common
unidentiÞed mortalities among larvae in our study,
which presumably included incidents of pathogens
such as virus and fungi, were most frequent among
melanic larvae.
This study is to our knowledge the Þrst that exploits
observational Þeld data to address the question
whether mortality inßicted by natural enemies is color
morph dependent in a cyclically ßuctuating Geometrid
moth population. Although our data do not indicate
any adaptive advantage of melanism, it is still hard to
imagine that melanism is induced by crowding for no
particular reason. Therefore, further observational
and experimental studies are warranted. Further studies on color morphÐ dependent mortality caused by
natural enemies should include the extreme densities
that may be encountered during some population outbreaks in which some disease organisms like virus and
fungi may play a greater role. Moreover, during extreme outbreak densities melanism may serve other
condition-dependent functions. For instance, during
large outbreaks the foliage of the host trees typically
becomes much sparser and darker (unpublished
data). Against this background, the dark coloration of
melanic larvae may serve as a better camoußage than
a pale green coloration. The sparser foliage at outbreak
densities may also expose the larvae to more UV radiation against which pigmentation offers protection
(Gunn 1998). There is also evidence that melanism
may play a role in temperature regulation, with darker
phenotypes absorbing more sun energy, yielding
faster growth (Goulson 1994, Hazel 2002) that could
compensate for resource limitations during outbreaks.
That the function of melanism may exhibit several, yet
unexplored forms of condition dependence, is also
indicated by our Þnding that the relation between
melanism and larval mortality interacted with local
population density and altitude.
In conclusion, the adaptive signiÞcance of direct
density-dependent melanism in winter moth larvae
remains uncertain; however, this study does not support the possibility that this phenomenon works as an
effective defense action against parasitoids, the most
important enemies during the larval stage in this species.
Acknowledgments
We thank P. C. Tobin and an anonymous referee for
helpful comments. Financial support to S.B.H. from the Research Council of Norway and the University of Tromsø is
greatly acknowledged.
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Received for publication 20 January 2006; accepted 8 June
2006.