Ecology and Evolution,
Год журнала:
2025,
Номер
15(4)
Опубликована: Апрель 1, 2025
ABSTRACT
Human‐induced
habitat
loss
and
fragmentation
threaten
biodiversity
in
the
Eastern
Himalayas,
a
crucial
part
of
Indo‐Myanmar
hotspot.
This
study
examines
distribution
10
mammal
species
Arunachal
Pradesh
using
multi‐scale
ensemble
modeling
approach,
integrating
Generalized
Linear
Models
(GLM),
Additive
(GAM),
MaxEnt
to
assess
suitability.
By
analyzing
57
environmental
predictor
variables
across
multiple
spatial
scales,
we
found
that
elevation
is
key
determinant
for
carnivores
such
as
dhole
Asiatic
golden
cat,
while
herbivores
like
northern
red
muntjac
mainland
serow
prefer
broadleaf
forests.
Species
distributions
showed
distinct
patterns,
with
most
concentrated
south,
except
widely
distributed
yellow‐throated
marten.
Dhole
leopard
cat
preferred
elevated
forests,
favored
mixed
Herbivores
were
at
higher
elevations,
whereas
Indian
wild
pig
grasslands
degraded
habitats
near
human
settlements.
While
protected
areas
(PAs)
exhibited
richness,
significant
suitable
also
exist
outside
these
regions,
underscoring
need
landscape‐level
conservation
strategies.
Precipitation
seasonality
population
density
emerged
predictors,
highlighting
influence
climatic
anthropogenic
factors
on
Our
findings
emphasize
necessity
conserving
large,
connected
landscapes
mitigate
human‐induced
pressures
climate
change
impacts
species.
combining
ecological
insights,
this
provides
framework
prioritizing
efforts.
Future
research
should
expand
data
collection
broader
temporal
geographic
scales
incorporate
projections
anticipate
shifts.
These
are
critical
guiding
effective
planning
management
ecologically
rich
yet
vulnerable
region.
Biodiversity and Conservation,
Год журнала:
2025,
Номер
unknown
Опубликована: Фев. 20, 2025
Abstract
Southeast
Asia
hosts
more
felid
species
than
any
other
region
and,
although
smaller
(<
30
kg)
felids
have
important
ecological
roles,
regional
conservation
has
mainly
focused
on
a
few
charismatic
big
cats.
Information
the
ecology
and
status
of
small
is
often
lacking
or
geographically
limited.
We
used
empirically
derived
scale-optimized
models
for
seven
in
three
regions
(mainland,
Borneo
Sumatra)
to
evaluate
effectiveness
existing
protected
areas
network
preserving
suitable
habitats,
map
protection.
Finally,
we
assessed
whether
are
good
proxies
broader
terrestrial
biodiversity.
On
mainland,
largest
most
habitats
occurred
Northern
Forest
Complex
Myanmar
between
Eastern
Myanmar,
Laos
Vietnam.
In
these
also
highlighted
areas.
Borneo,
central
highlands
Sabah.
Sumatra,
strongholds
habitat
suitability
were
Barisan
Mountains,
western
extent
island,
highly
concentrated
within
found
that
aggregated
was
correlated
strongly
vertebrate
biodiversity
single
individually,
suggesting
multiple
an
association
with
high
overall
Overall,
our
assessment
distribution
highlights
fundamental
importance
conservation,
given
associated
large
extents
forest.
Our
results
clarion
call
expand
extent,
improve
management,
remaining
core
Asia,
work
enhance
protect
connectivity
them
ensure
long-term
demographic
genetic
exchange
among
region’s
wildlife
populations.
Abstract
Habitat
fragmentation
and
loss
are
considered
primary
threats
to
common
leopards
(
Panthera
pardus
)
across
their
geographical
range.
We
investigated
anthropogenic
environmental
factors
influencing
the
habitat
suitability
of
in
northern
Pakistan
using
an
ensemble
model
direct
indirect
leopard
signs
during
2014–2022.
Using
location
data
from
206
sightings
model's
performance
was
good
(true
skill
statistic,
TSS
=
0.52).
highest
forest
cover
negatively
related
density
settlements
roads.
peaked
at
intermediate
elevations
(about
1000–2000
m).
Based
on
model,
we
estimated
4543
km
2
Pakistan,
which
3144
(69%)
occurred
six
contiguous
patches
least
58
(range
65–951
),
minimum
size
support
one
female
leopard.
There
patch
within
a
protected
area,
overall,
36%
total
areas
were
as
suitable.
Our
findings
suggest
that
current
network
does
not
adequately
represent
suitable
for
leopards;
increasing
expanding
area
could
improve
suitability.
Life,
Год журнала:
2025,
Номер
15(4), С. 589 - 589
Опубликована: Апрель 3, 2025
Global
warming
and
anthropogenic
threats
are
significant
drivers
of
biodiversity
loss,
particularly
impacting
smaller
mammalian
species.
Hence,
this
study
assessed
two
overlooked
giant
flying
squirrel
species,
Petaurista
magnificus
nobilis,
distributed
across
the
transboundary
regions
Eastern
Himalayas
Indo-Burma
hotspots.
Utilizing
a
maximum
entropy
(MaxEnt)
species
distribution
model,
delineated
suitable
habitats
within
IUCN-defined
extent
both
based
on
modeling
approaches:
habitat–climate
model
(HCM)
climate-only
(COM).
The
models
identified
habitat
coverage
only
3.92%
3.75%
(COM)
for
P.
14.17%
10.04%
nobilis.
However,
as
HCM
integrates
environmental
variables,
providing
more
holistic
assessment,
it
revealed
limited
biological
corridor
connectivity
Furthermore,
future
projections
indicate
loss
up
to
81.90%
89.88%
nobilis
due
climate
change,
alongside
severe
fragmentation,
leading
disappearance
viable
patches.
These
remaining
patches
expected
shrink
become
increasingly
isolated
in
change.
centroid
shift
analyses
predict
northwestward
westward
under
different
scenarios.
address
these
conservation
challenges,
underscores
necessity
extensive
field
surveys,
genetic
assessments,
evaluations,
establishment
frameworks
formulate
an
evidence-based
management
strategy
Ecology and Evolution,
Год журнала:
2025,
Номер
15(4)
Опубликована: Апрель 1, 2025
ABSTRACT
Human‐induced
habitat
loss
and
fragmentation
threaten
biodiversity
in
the
Eastern
Himalayas,
a
crucial
part
of
Indo‐Myanmar
hotspot.
This
study
examines
distribution
10
mammal
species
Arunachal
Pradesh
using
multi‐scale
ensemble
modeling
approach,
integrating
Generalized
Linear
Models
(GLM),
Additive
(GAM),
MaxEnt
to
assess
suitability.
By
analyzing
57
environmental
predictor
variables
across
multiple
spatial
scales,
we
found
that
elevation
is
key
determinant
for
carnivores
such
as
dhole
Asiatic
golden
cat,
while
herbivores
like
northern
red
muntjac
mainland
serow
prefer
broadleaf
forests.
Species
distributions
showed
distinct
patterns,
with
most
concentrated
south,
except
widely
distributed
yellow‐throated
marten.
Dhole
leopard
cat
preferred
elevated
forests,
favored
mixed
Herbivores
were
at
higher
elevations,
whereas
Indian
wild
pig
grasslands
degraded
habitats
near
human
settlements.
While
protected
areas
(PAs)
exhibited
richness,
significant
suitable
also
exist
outside
these
regions,
underscoring
need
landscape‐level
conservation
strategies.
Precipitation
seasonality
population
density
emerged
predictors,
highlighting
influence
climatic
anthropogenic
factors
on
Our
findings
emphasize
necessity
conserving
large,
connected
landscapes
mitigate
human‐induced
pressures
climate
change
impacts
species.
combining
ecological
insights,
this
provides
framework
prioritizing
efforts.
Future
research
should
expand
data
collection
broader
temporal
geographic
scales
incorporate
projections
anticipate
shifts.
These
are
critical
guiding
effective
planning
management
ecologically
rich
yet
vulnerable
region.