landscape effects in bird assemblages differ between plantations and broadleaved forests in a rural...
TRANSCRIPT
ORIGINAL ARTICLE
Landscape effects in bird assemblages differ between plantationsand broadleaved forests in a rural landscape in central Japan
Yuichi Yamaura Æ Hitoshi Tojo ÆYasumasa Hirata Æ Kenichi Ozaki
Received: 15 February 2007 / Accepted: 9 April 2007 / Published online: 13 June 2007
� The Japanese Forest Society and Springer 2007
Abstract It is important to conserve forest-dependent
organisms not only in broadleaved forests but also in plan-
tation forests. We examined how surrounding forest areas
affect forest bird assemblages inhabiting conifer plantations
and broadleaved forests in a rural landscape in central Japan.
Surrounding forest areas were measured separately as plan-
tation area and broadleaved forest area within 200 m of each
sampling site. We used hierarchical partitioning to analyze
the effects of surrounding forest areas and stand structures
(stand height and understory coverage) on the occurrence of
four species groups. We especially focused on mature forest
users that are most sensitive to loss of broadleaved forests.
Occurrence of mature forest users inhabiting plantation sites
was positively affected both by plantation area and broad-
leaved forest area whereas the occurrence of mature forest
users inhabiting broadleaved forests was affected by stand
height only. These results suggest that surrounding forest
areas were more important to mature forest users in planta-
tions than in broadleaved forests. To conserve mature forest
users, increasing surrounding forest areas are important in
plantations whereas increasing stand heights would be
effective in broadleaved forests.
Keywords Bird assemblages � Broadleaved forests �Conifer plantations � Heterogeneous landscape �Stand height
Introduction
Loss of broadleaved forests negatively affects many forest-
dependent organisms as a result of edge effects (Batary and
Baldi 2004; Ries and Sisk 2004; Parker et al. 2005),
reduction of patch area (Bender et al. 1998; Connor et al.
2000), and habitat fragmentation (Opdam 1991; Andren
1994). These negative effects have been reported when
broadleaved forests are replaced both by open areas
(Freemark and Merriam 1986; Blake and Karr 1987) and
by plantation forests (hereafter plantations) (Enoksson
et al. 1995; Jansson and Angelstam 1999). Compared with
open areas, however, plantations are not totally unsuitable
for many forest-dependent organisms (Hartley 2002). It is,
therefore, important to conserve forest-dependent organ-
isms in plantations, especially where most of the broad-
leaved forests have disappeared (Lopez and Moro 1997;
Dıaz et al. 1998; Brotons and Herrando 2001).
Increasing patch size is an important management
option for conserving forest birds in plantations (Lopez
and Moro 1997; Dıaz et al. 1998; Brotons and Herrando
2001). Planted conifer trees have few herbivorous insects
(Yui 1988), which are important food resources for bird
species preferring mature forests (hereafter mature forest
users: Holmes et al. 1986; Holmes and Schultz 1988).
This suggests the availability of resources for mature
forest users are lower in plantations than in broadleaved
forests. Species depending on sparse resources require
large patch area (Telleria and Santos 1995; Newton
1998). Area requirements of mature forest users would
therefore be larger in plantations than in broadleaved
forests (Telleria and Santos 1995; Newton 1998). This
predicts that surrounding forest areas affect mature forest
users more in plantations than in broadleaved forests. No
studies have compared the effects of surrounding forest
Y. Yamaura (&) � H. Tojo � K. Ozaki
Forestry and Forest Products Research Institute,
Matsunosato 1, Tsukuba 305-8687, Japan
e-mail: [email protected]
Y. Hirata
Shikoku Research Center,
Forestry and Forest Products Research Institute,
Kochi, Japan
123
J For Res (2007) 12:298–305
DOI 10.1007/s10310-007-0020-1
areas on forest birds in plantations and broadleaved
forests, however.
In Japanese rural landscapes original broadleaved for-
ests have largely been replaced not only by open areas but
also by conifer plantations. These landscape modifications
create small fragments of plantations and broadleaved
forests, both of which are surrounded by open areas
(Yamaura et al. 2005). To conserve bird diversity in such
landscapes it is important to determine whether the effects
of surrounding forest areas differ between plantations and
broadleaved forests. In this work we examined the effects
of surrounding forest areas on forest bird assemblages
inhabiting plantations and broadleaved forests in a Japa-
nese rural landscape. We focused especially on mature
forest users that are most sensitive to the loss of broad-
leaved forests (Yamaura et al. 2005).
Methods
Study area and sampling sites
The study area was located in Ishioka-city and Tuchiura-
city (36�11¢N, 140�10¢E), Ibaraki prefecture, in central
Japan. The elevation ranges from 30 to 360 m. Average
monthly temperatures in this area are between 3.7 and
26.6�C with an annual precipitation of 1,138 mm (Tsu-
chiura meteorological station in 2005). The landscape
consisted of open areas, conifer plantations, and broad-
leaved forests. Broadleaved forests had been intensively
managed as coppices until the 1980s (Yamamoto 2001).
The main canopy species in broadleaved forests were
Japanese chestnut (Castanea crenata), sawtooth oak
(Quercus actissima), and konara oak (Quercus serrata).
Most broadleaved forests in the study area had developed
shrubs and understory (Table 1). Shrub species in broad-
leaved forests included shirakashi oak (Quercus myrsi-
naefolia), arakashi oak (Quercus glauca), eurya (Eurya
japonica), and yamatsutsuzi (Rhododendoron obtusm).
Forest understory was covered by dwarf bamboo (Pleiob-
lastus chino). Japanese cedar (Cryptomeria japonica) and
Hinoki cypress (Chamaecyparis obtusa) were the major
conifer plantation species. Main shrub species in planta-
tions were Q. myrsinaefolia, Q. glauca, E. japonica, and
Japanese aucuba (Aucuba japonica). Open areas were
mainly groves, paddy fields, arable fields, grasslands, and
residential areas.
We selected sampling sites in 18 broadleaved forests
and 30 plantations, ranging from large to small isolated
fragments, to cover the whole range of forest area (Fig. 1).
Sampling sites were at the centers of stands. Each sampling
site was positioned with a GPS receiver.
Table 1 Ranges of four
explanatory variables and
occurrences of birds within each
group in broadleaved forests
and plantations
a Values in the table indicate
minimum values, 25, 50, 75%
percentiles, and maximum
values from left to rightb Total occurrence and species
richness were recorded for all
species except open-area users,
raptors, and non-breeding
species
Forest types Mina 25% 50% 75% Max
Environmental variables
Stand height (m) Plantation 11 15 16 18 25
Broadleaved 9 11 13 13 17
Understory coverage (%) Plantation 0 1 10 20 40
Broadleaved 26 31 36 42 72
Broadleaved forest area (ha) Plantation 0.0 1.0 2.0 3.2 11.3
Broadleaved 0.6 1.3 2.5 3.3 10.0
Plantation area (ha) Plantation 0.6 1.3 2.3 4.5 10.1
Broadleaved 0.0 1.3 2.4 8.6 10.2
Bird occurrences
Total occurrencesb Plantation 0 1 4 6 12
Broadleaved 1 4 6 7 14
Species richnessb Plantation 0 1 2 4 6
Broadleaved 1 2 4 4 7
Mature forest users Plantation 0 1 2 3 8
Broadleaved 0 1 3 4 10
Shrub users Plantation 0 0 0 2 4
Broadleaved 0 1 2 3 4
Grass users Plantation 0 0 0 1 4
Broadleaved 0 0 1 1 2
Ground users Plantation 0 0 0 0 1
Broadleaved 0 0 0 0 3
J For Res (2007) 12:298–305 299
123
Bird and stand structure surveys
Four trained persons conducted bird surveys during the
breeding season between 16 May and 7 June 2006 (sunrise
to 10:00 a.m.). Birds were surveyed using a fixed-radius
point count method (Hutto et al. 1986). In accordance with
Drapeau et al. (1999) we visited each sampling site twice
and spent a total of 60 min at each sampling site. The first
visit was conducted between 16 and 19 May and the second
visit was conducted between 5 and 7 June. If one visit was
conducted between 9:00 and 10:00 a.m., the other visit was
conducted before 7:30 a.m. Surveys were not conducted
when it was raining. During each visit the same observer
conducted two 15-min counts sequentially rather than one
30 min count, so four 15-min counts were conducted at
each site. In this way we increased statistical power by
increasing number of bird counts (Verner 1984). The
presence/absence of each species was recorded in each
count to avoid double counting the same individuals in
each count. The radius of a point count was set to 20 m to
avoid counting birds outside small stands. The distances to
birds were estimated with the aid of a range finder. Birds
that flew over sampling sites were not recorded.
Stand structure within 20 m of sampling sites was sur-
veyed when the sampling sites were selected (18 April to
13 May 2006). Stand height (average height of canopy
trees) was measured using a range finder and a clinometer.
Coverage of shrubs and dwarf bamboos was estimated
visually to nearest 5% at 1-m intervals from ground to 5-m
height. By summing the coverage of shrubs and dwarf
bamboos across five intervals, understory coverage was
obtained. The survey of stand structure was conducted by a
single person (Yuichi Yamaura) to reduce surveyor bias.
Landscape metrics and explanatory variables
A landscape map of the study area was generated with
object-oriented segmentations and classification techniques
using eCognition (Definiens Imaging 2001). Two kinds of
satellite data were used: 2.8-m resolution QuickBird data
acquired on February 2003 and 2.5-m resolution Baseim-
age (NTT data Geo-contents, Japan). Images were seg-
mented on the basis of results from field observations,
forest-planning maps produced by the Forest Agency, and
interpretation of satellite images. Land cover was classified
into three types: conifer plantations, broadleaved forests,
and open areas. Because the landscape map had unclassi-
fied and misclassified forests, landscape classification
within 200-m radius circular buffers (12.6 ha) generated
from each sampling site were manually modified on the
basis of ground truth and 1:5,000 forest distribution maps.
The forest distribution maps were managed by the Forestry
Division in Southern District Head Branch, Ibaraki Pre-
fecture. Because of a difference between the resolution of
the object-oriented classification technique and the manual
modification, it was difficult to analyze edge length.
We measured the areas of plantations (plantation area)
and broadleaved forests (broadleaved forest area) within
each 200-m radius circular buffer using the landscape map
and ArcMap 9.0 (ESRI 2004). We treated plantation area
and broadleaved forest area as surrounding forest areas.
The radius of the circular buffers was set to 200 m because
this area (12.6 ha) is larger than the home ranges of most of
the species recorded. For example, the size of the home
range of the long-tailed tit (Aegithalos caudatus) is 12 ha
(Nakamura 1972), and that of the great tit (Parus major) is
1.6 ha (Saitou 1979). Another reason for this radius is that
broadleaved forest areas and plantation areas within 200-m
Fig. 1 Location of sampling sites and landscape map of the study
area in Ishioka-city and Tsuchiura-city, Ibaraki prefecture, central
Japan. Dark gray, conifer plantations; light gray, broadleaved forests;
black, unclassified forests. White areas indicate open areas. Two-
hundred-meter radius circular buffers generated from each sampling
site represent the area in which landscape metrics were measured. It is
noted there are misclassifications outside 200-m radius circular
buffers
300 J For Res (2007) 12:298–305
123
circular buffers were highly correlated with those areas
within 100-m radius circular buffers (broadleaved forest
area: r = 0.82; plantation area: r = 0.87). In total, four
explanatory (environmental) variables were used (Table 1).
The first two variables were stand height and understory
coverage, which relate to stand structure. The other two
variables were broadleaved forest area and plantation area.
Understory coverage was arcsine-transformed and broad-
leaved forest area and plantation area were log-transformed
to prevent high leverage problems (Wintle et al. 2005).
Because broadleaved forest area and plantation area have
upper limits, arcsine transformation may be more appro-
priate than log-transformation (Legendre and Legendre
1998). Log-transformation reduced outliers of broadleaved
forest area better than arcsine transformation, however.
Stand height was not transformed. None of the pairs of
explanatory variables were highly correlated within the
same forest type (r < 0.42).
Group categorization and response variables
Open area users which, according to Higuchi et al. (1997),
forage and/or nest in non-forests (e.g. rice and arable
fields, and urban areas) were excluded from subsequent
analysis (Table 2). Raptors and non-breeders were also
excluded. Although the oriental turtle dove (Streptopelia
orientalis) and the brown-eared bulbul (Hypsipetes
amaurotis) appear in or around woodlots or along tree-
lined roads, these species were categorized as open-area
users because oriental turtle doves forage in arable fields
and brown-eared bulbuls nest in awnings (Higuchi et al.
1997). The other species were categorized into four species
groups, in accordance with Higuchi et al. (1997), on the
basis of their foraging resource types—mature forest users
(consisting of canopy users, stem probers, and flycatchers),
shrub users, grass users, and ground users (Table 2). Al-
though Japanese white-eye (Zosterops japonicus), Japa-
nese pygmy woodpecker (Dendrocopos kizuki), and great
tit are observed in and around urban woodlots, these spe-
cies were categorized as mature forest users because they
forage and nest mainly in forests (Higuchi et al. 1997). To
increase the power of statistical analysis, the presence (1)
or absence (0) of each species in each count was summed
across the four 15-min counts within each species group.
We treated the resulting totals as occurrences of each
species group for each site.
Table 2 List of species
recorded in the bird survey and
assignment of the species into
seven groups
MFU, mature forest user; SU,
shrub user; GU, grass user;
OAU, open area user; GDU,
ground user; NB, non-breedera Number of sampling sites in
which each species was
recordedb Exotic species
Family Species Scientific name Group # Sitesa
Accipitridae Goshawk Accipiter gentilis Raptor 1
Columbidae Oriental turtle dove Streptopelia orientalis OAU 4
Picidae Japanese pygmy woodpecker Dendrocopos kizuki MFU 16
Motacillidae White wagtail Motacilla alba OAU 1
Campephagidae Ashy minivet Pericrocotus divaricatus MFU 1
Pycnonotidae Brown-eared bulbul Hypsipetes amaurotis OAU 44
Troglodytidae Wren Troglodytes troglodytes NB 1
Turdidae Brown thrush Turdus chrysolaus NB 1
Sylviidae Short-tailed bush warbler Urosphena squameiceps SU 3
Bush warbler Cettia diphone SU 26
Muscicapidae Narcissus flycatcher Ficedula narcissina MFU 1
Black paradise flycatcher Terpsiphone atrocaudata MFU 2
Aegithalidae Long-tailed tit Aegithalos caudatus MFU 6
Paridae Varied tit Parus varius MFU 8
Great tit Parus major MFU 14
Zosteropidae Japanese white-eye Zosterops japonicus MFU 34
Emberizidae Siberian meadow bunting Emberiza cioides GU 17
Black-faced bunting Emberiza spodocephala NB 4
Japanese gray bunting Emberiza variabilis NB 1
Fringillidae Oriental greenfinch Carduelis sinica OAU 18
Ploceidae Tree sparrow Passer montanus OAU 27
Sturnidae Gray starling Sturnus cineraceus OAU 6
Corvidae Carrion crow Corvus corone OAU 1
Jungle crow Corvus macrorhynchos OAU 14
Phasianidae Chinese bamboo partridgeb Bambusicola thoracica GDU 6
Timaliidae Red-billed leiothrixb Leiothrix lutea NB 2
J For Res (2007) 12:298–305 301
123
Five response variables were used. The first three vari-
ables were the occurrences of mature forest users, shrub
users, and grass users. Ground users were not analyzed as a
separate group because of the small number of occurrences
(Table 1). The fourth and fifth response variables were the
total occurrences and species richness of all bird species
through the four 15-min counts.
Statistical analyses
Differences between total occurrences, species richness,
and occurrences of the three species groups in broadleaved
forests and plantations were tested using generalized linear
models (GLMs) with Poisson distribution. Forest-type ef-
fects were tested by using a dummy explanatory variable
(i.e. broadleaved forest, 1, or plantation, 0) in the models.
The relative importance of each environmental variable
on each response variable was examined by use of hier-
archical partitioning (MacNally 1996, 2000), using the
‘‘hier.part’’ R package (Walsh and MacNally 2005).
Hierarchical partitioning calculates incremental improve-
ments of the goodness of fit (here R2) by incorporating
each explanatory variable in models. The incremental
improvements for each explanatory variable are averaged
over all combinations of other explanatory variables. The
resulting average values are measures of the independent
effects (i.e. not confounded by other explanatory variables)
for each explanatory variable (MacNally 1996, 2000). Here
independent effects represent the explained percentage
(independent R2) of total variation of response variables.
Such independent effects are tested by using randomization
tests (MacNally 2002). The relative importance of each
explanatory variable is therefore indicated by independent
R2 and by their significances with 1,000 permutations. The
direction of the effects of each explanatory variable was
also obtained, from models with all four explanatory
variables. These analyses were conducted for broadleaved
forest sites and plantation sites separately. Occurrences of
shrub users and grass users in plantation sites were quite
small (the average values of occurrences were <0.5) with
many zero values. Values >1 were therefore truncated to 1
and truncated values were analyzed using GLMs with
binomial distribution. Other response variables were ana-
lyzed by using GLMs with Poisson distribution. Because
five response variables were analyzed for two forest types
separately, ten response variables were analyzed using
hierarchical partitioning.
Because the sampling sites were spatially aggregated
and some circular buffers overlapped, there might be a
spatial autocorrelation problem (e.g. Legendre 1993). Be-
cause it is difficult to determine, a priori, which analysis
suffers from a spatial autocorrelation (Wiens 1989; Koenig
1999), however, before conducting statistical analysis we
first constructed a model with all explanatory variables for
each response variable. If the residual deviation was larger
than the residual degree of freedom, we considered that
such response variables had a spatial autocorrelation prob-
lem. We analyzed these response variables with GLMs with
a quasi-Poisson or quasi-binomial distribution (Burnham
and Anderson 2002; Crawley 2005). All statistical analyses
were tested at 5% level and conducted using R Ver. 2.2.1
(R Development Core Team 2005).
Results
Variation in environmental variables
Broadleaved forest area and plantation area varied widely
between sampling sites, and the ranges of the two variables
were similar for broadleaved forest sites and plantation
sites (Table 1). The area within each 200-m radius circular
buffer (12.6 ha) was not occupied by a single forest type
because forests in the study area were highly fragmented.
Stand height was higher in plantation sites than in broad-
leaved forest sites (t = 5.4, P < 0.00001) and understory
coverage was greater in broadleaved forests sites than in
plantation sites (t = –8.3, P < 0.00001).
Responses of birds to forest types
A total of 26 bird species including eight species of mature
forest users were recorded in this study (Table 2). Differ-
ences between bird occurrences and species richness in the
different forest types were tested by using GLMs with a
quasi-Poisson distribution. Total occurrences and species
richness for all bird species (except for open-area users,
raptors, and non-breeders) were significantly greater in
broadleaved forest sites than in plantation sites (the total
occurrences: slope = 0.43, s.e. = 0.19, t = 2.30, P = 0.03;
species richness: slope = 0.42, s.e. = 0.17, t = 2.48,
P = 0.02). Occurrences of mature forest users, shrub users,
and grass users, however, were not significantly different in
the two types of forest (mature forest users: slope = 0.31,
s.e. = 0.25, t = 1.22, P = 0.23; shrub users: slope = 0.61,
s.e. = 0.33, t = 1.85, P = 0.07; grass users: slope = 0.30,
s.e. = 0.50, t = 0.61, P = 0.55).
Responses of birds to four environmental variables
In broadleaved forest sites occurrences of mature forest
users were highly affected by stand height, which inde-
pendently explained 29% of the total variation (Table 3).
The other three variables in total explained only 10% of the
total variation and the independent effect of each variable
was quite small and not significant. In contrast, occurrences
302 J For Res (2007) 12:298–305
123
of mature forest users in plantation sites were highly af-
fected both by broadleaved forest area and plantation area,
each of which explained more than 10% of total variation.
The other two variables explained a total of only 5% of the
total variation. In contrast with mature forest users,
occurrences of shrub users were negatively affected by
plantation area in broadleaved forest sites. Occurrences of
grass users were negatively affected by stand height in
plantation sites, and by broadleaved forest area in broad-
leaved forest sites.
For the results for all bird species, total occurrences
were positively affected by understory coverage in plan-
tation sites and by stand height in broadleaved forest sites.
Species richness was positively affected by broadleaved
forest area in plantation sites and by stand height in plan-
tation sites.
Discussion
Responses of mature forest users
Occurrences of mature forest users were highly affected
both by broadleaved forest area and plantation area in
plantation sites. In contrast, occurrences were not affected
by either of the areas in broadleaved forests sites. These
findings support the prediction that effects of surrounding
forest areas are greater for mature forest users inhabiting
plantations than for those inhabiting broadleaved forests.
Resources needed for this species group include tree cav-
ities for nesting and food in the canopy, both of which are
abundant in broadleaved forests but are only sparsely dis-
tributed in plantations (Yui 1988; Newton 1994). Thus in
plantations some of the mature forest users may not persist
in small isolated fragments because mature forest users
would require the additional resources provided by adja-
cent broadleaved forests or plantations (Dunning et al.
1992).
In broadleaved forest sites occurrences of mature forest
users were not affected by broadleaved forest area. Al-
though this finding supports the prediction that effects of
surrounding forest areas are small for mature forest users
inhabiting broadleaved forests, Lindenmayer et al. (2002)
reported that species richness in broadleaved forests in-
creased with broadleaved forest area. This inconsistency is
probably because broadleaved forests in our study area
were small and fragmented, so that some area-sensitive
species have already been disappeared. For example, the
Japanese green woodpecker (Picus awokera) and the Jap-
anese gray thrush (Turdus cardis), the most area-sensitive,
large bodied species in Japanese rural landscapes (Askins
et al. 2000; Kurosawa and Askins 2003), were not recorded
in this study. These birds are likely to be found in larger
forests. This suggests that if we examine broadleaved for-
ests larger than those in this study these area-sensitive
species would be detected and mature forest users would
be more abundant in larger broadleaved forests. Another
possible reason why the Japanese green woodpecker did
not appear is that broadleaved forests were too young for
this large-cavity nester (Fuller and Henderson 1992;
Newton 1994).
In Japanese rural landscapes, fragments of plantations
and broadleaved forests are surrounded by open areas.
This study indicates that creating plantation patches close
to each other and maintaining broadleaved forests in the
neighborhood of plantation patches are important for
conserving mature forest users in plantations. In broad-
leaved forests, increasing stand height by using, for
example, extended rotations would effectively conserve
mature forest users. Tall stands have much foliage (Helle
Table 3 Independent effects R2 (%) and the direction of the effects of each explanatory variable on the occurrences of the birds
Explanatory
variables
Total occurrencesa Species richnessa Mature forest users Shrub users Grass users
Plantation Broadleaved Plantation Broadleaved Plantation Broadleaved Plantation Broadleaved Plantation Broadleaved
Stand height 2 (+) 26 3 (+) 29 1 (+) 29 4 1 (–) 14 2
Understory
coverage
(+) 12 3 (+) 11 3 4 1 4 2 1 0
Plantation
area
1 9 1 2 (+) 12 3 9 (–) 29 1 5
Broadleaved
forest area
(+) 10 0 (+) 12 1 (+) 13 6 3 1 3 (–) 37
Distributionb QP QP QP Poisson QP QP QB QP QB Poisson
The signs in parentheses, which were shown for variables with R2 > 10%, are the directions of the effects of the corresponding variables. Bold
figures indicate that corresponding explanatory variables had significant effects (P < 0.05)a Total occurrence and species richness were obtained for species other than open-area users, raptors, and non-breedersb Distributions used in GLMs: QP, quasi-Poisson; QB, quasi-binomial
J For Res (2007) 12:298–305 303
123
and Monkkonen 1990) and developed stem bark (Holmes
et al. 1979), and many cavities (Newton 1994). All of
these are foraging substrates or nesting resources for
mature forest users. The effects of surrounding forest
areas should not be undervalued, however, because large
broadleaved forests are important habitats for area-sensi-
tive birds.
Similarities of bird communities in plantations and
broadleaved forests and responses of other groups
Although total occurrences and species richness of all bird
species were significantly larger in broadleaved forest
sites than in plantation sites, occurrences of mature forest
users, shrub users, and grass users did not differ signifi-
cantly between sites in the two forest types. This small
difference between broadleaved forests and plantations is
consistent with studies in Chile (Estades and Temple
1999) and New Zealand (Clout and Gaze 1984). These
studies, however, are inconsistent with studies in Japan
(Ohno and Ishida 1997) and Australia (Lindenmayer et al.
2002) in which bird species richness was much smaller in
plantations than in broadleaved forests. One factor pos-
sibly explaining the small difference is the smallness of
patch area relative to the home ranges of birds (Addicott
et al. 1987). Because broadleaved forests surrounded
small plantations, some birds nesting in broadleaved for-
ests would forage in plantations and contribute to the high
bird occurrences in these sites (Curry 1991; Tubelis et al.
2004). These neighborhood effects (sensu Dunning et al.
1992) would assimilate bird communities in adjacent
patches and prevent small patches from generating unique
bird communities corresponding to intrinsic patch quality
(Wiens 1994).
The occurrences of shrub users were negatively affected
by plantation area in broadleaved forest sites. Occurrences
of grass users were negatively affected by stand height in
plantation sites, and by broadleaved forest area in broad-
leaved forest sites. These results suggest that factors
affecting the occurrence of birds differed among species
groups, and that different management methods are needed
for each species group. Although shrub users mainly use
shrubs and understory vegetation, their occurrence was not
affected by understory coverage. Occurrences of shrub
users did not differ between broadleaved forests and
plantations, although understory coverage developed more
in broadleaved forests than in plantations. This was pos-
sibly because shrub users mainly use shrubs that develop in
forest edges but not inside forests (Imbeau et al. 2003; Ries
and Sisk 2004; Ries et al. 2004). Another possibility is that
understory coverage was too low for the shrub users to use
understory in most sites.
Acknowledgments We thank two anonymous reviewers and
T. Amano for comments on the manuscript, and J. Okazaki and
H. Tanaka for useful suggestions during this study. K. Hosoda,
Y. Mitsuda, S. Sugiura, S. Yamada, and staff in the Forestry Division
in Southern District Head Branch, Ibaraki Prefecture, helped us
construct the landscape map. This study was funded by the Agriculture,
Forestry and Fisheries Research Council of Japan.
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