Ecological Informatics,
Journal Year:
2023,
Volume and Issue:
77, P. 102247 - 102247
Published: Aug. 6, 2023
Distribution
range
shift
is
inevitable
for
many
species
as
climate
change
continues
to
shape
and
alter
their
habitat.
Predicting
where
these
shifts
occur
can
help
us
know
what
anticipate
thus
design
better
programs
strategies
management.
Due
projected
extreme
in
arid
semi-arid
ecosystems,
we
hypothesized
that
adapted
systems
would
experience
considerable
spatial
shifts.
To
test
our
hypothesis,
modelled
current
future
habitats
under
different
scenarios
three
iconic
carnivores
(grey
wolf,
golden
jackal,
striped
hyaena)
central
of
Iran
calculated
overlaps.
Our
models
predict
although
each
responds
differently
environmental
changes,
are
heavily
influenced
by
climatic
variables,
water
resources,
roads.
also
suggest
the
high-quality
grey
wolves
hyaenas
will
probably
expand,
while
jackals,
it
decrease.
Significant
overlap
highly
suitable
habitat
exist
among
species,
particularly
between
jackal
hyaena.
The
overlapped
areas
all
cover
9%
10%
whole
region
at
present
future.
Because
decrease
rainfall
future,
may
face
competition
due
change.
findings
crucial
establishing
conservation
conserve
carnivore
Scientific Reports,
Journal Year:
2019,
Volume and Issue:
9(1)
Published: June 24, 2019
Invasive
species
are
considered
as
one
of
the
major
threats
to
biodiversity
and
represent
a
challenge
in
conservation
natural
ecosystems,
preventing
damage
agricultural
production,
human
health
risks.
Environmental
Niche
Modelling
has
emerged
powerful
tool
predict
patterns
range
expansion
non-native
direct
effective
strategies
for
managing
biological
invasions.
The
raccoon,
Procyon
lotor,
is
wild
mesocarnivore
presenting
high
adaptability
showing
successful
introduced
populations
worldwide.
Here,
we
modelled
current
future
climatically
favourable
areas
raccoon
using
two
protocols,
based
on
data
sets
filtrated
geographic
environmental
spaces.
Projections
from
these
models
show
extensive
geographical
covering
regions
temperate
biomes.
Moreover,
predictions
2050
reveals
new
north
regions.
However,
results
modeling
approaches
differ
extent
predicted
Protocols
geographically
filtered
present
more
conservative
forecasts,
while
protocol
filtration
presents
forecasts
across
greater
areas.
Given
characteristics
ecological
requirements
generalist
carnivore
such
latter
appears
relevant
should
be
privileged
development
plans
ecosystems.
PLoS ONE,
Journal Year:
2020,
Volume and Issue:
15(11), P. e0228832 - e0228832
Published: Nov. 5, 2020
Pakistan’s
total
estimated
snow
leopard
habitat
is
about
80,000
km
2
of
which
half
considered
prime
habitat.
However,
this
preliminary
demarcation
was
not
always
in
close
agreement
with
the
actual
distribution—the
discrepancy
may
be
huge
at
local
and
regional
level.
Recent
technological
developments
like
camera
trapping
molecular
genetics
allow
for
collecting
reliable
presence
records
that
could
used
to
construct
realistic
species
distribution
based
on
empirical
data
advanced
mathematical
approaches
MaxEnt.
The
current
study
followed
approach
an
accurate
Pakistan.
Moreover,
movement
corridors,
among
different
landscapes,
were
also
identified
through
circuit
theory.
probability
suitability,
generated
from
98
points
11
environmental
variables,
scored
leopard’s
assumed
range
Pakistan,
0
0.97.
A
large
portion
known
represented
low-quality
habitat,
including
areas
lower
Chitral,
Swat,
Astore,
Kashmir.
Conversely,
Khunjerab,
Misgar,
Chapursan,
Qurumber,
Broghil,
Central
Karakoram
high-quality
habitats.
Variables
higher
contributions
MaxEnt
model
precipitation
during
driest
month
(34%),
annual
mean
temperature
(19.5%),
diurnal
(9.8%),
(9.4%),
river
density
(9.2).
validated
receiver
operating
characteristic
(ROC)
plots
defined
thresholds.
average
test
AUC
Maxent
replicate
runs
0.933
while
value
by
ROC
curve
calculated
0.15
threshold
1.00.
These
validation
tests
suggested
a
good
fit
strong
predictive
power.
connectivity
analysis
revealed
population
Hindukush
landscape
appears
more
connected
Afghanistan
as
compared
other
populations
Similarly,
Pamir-Karakoram
better
China
Tajikistan,
Himalayan
India.
Based
our
findings
we
propose
three
landscapes
under
Global
Snow
Leopard
Ecosystem
Protection
Program
(GSLEP)
agenda
priority
areas,
safeguard
future
Pakistan
region.
fall
within
mountain
ranges
Himalaya,
Hindu
Kush
Karakoram-Pamir,
respectively.
We
gaps
existing
protected
network
suggest
new
Chitral
Gilgit-Baltistan
protect
critical
habitats
Global Change Biology,
Journal Year:
2021,
Volume and Issue:
27(18), P. 4294 - 4306
Published: June 9, 2021
Abstract
Approximately
20%–30%
of
plant
and
animal
species
are
at
risk
extinction
by
the
end
21st
century
owing
to
climate
change.
Range
shifts
range
contractions
in
will
dramatically
affect
distribution
animals
relying
on
them
for
food
shelter.
The
negative
impacts
change
forested
landscapes
northern
highlands
Pakistan
(NHP)
could
composition
distribution.
Asiatic
black
bear
(
Ursus
thibetanus
),
a
forest‐dwelling
species,
primarily
depends
plants
foraging,
is
assumed
be
affected
NHP.
Scat
analyses
indigenous
knowledge
from
Machiara
National
Park
revealed
maximum
consumption
Quercus
(natural
food)
Zea
mays
(human
grown
autumn
season.
We
collected
occurrence
data
its
commonly
used
(three
spp.)
MaxEnt
model
simulate
current
future
(in
2050
2070)
under
RCP4.5
(medium
carbon
emission
scenario)
RCP8.5
(extreme
scenario).
results
predict
reduction
extreme
fragmentation
habitats
all
spp.
Besides,
dramatic
decrease
suitable
(SH)
very
highly
(HSH)
was
predicted
future.
shift
may
interrupt
denning
chronology
bears,
escalate
human‐black
conflicts
local
extirpation
species.
Given
extent
magnitude
change,
it
likely
not
enough
focus
solely
conservation
bear.
need
more
dynamic
planning
aiming
mitigating
effect
including
forests.
Ecological Informatics,
Journal Year:
2023,
Volume and Issue:
77, P. 102247 - 102247
Published: Aug. 6, 2023
Distribution
range
shift
is
inevitable
for
many
species
as
climate
change
continues
to
shape
and
alter
their
habitat.
Predicting
where
these
shifts
occur
can
help
us
know
what
anticipate
thus
design
better
programs
strategies
management.
Due
projected
extreme
in
arid
semi-arid
ecosystems,
we
hypothesized
that
adapted
systems
would
experience
considerable
spatial
shifts.
To
test
our
hypothesis,
modelled
current
future
habitats
under
different
scenarios
three
iconic
carnivores
(grey
wolf,
golden
jackal,
striped
hyaena)
central
of
Iran
calculated
overlaps.
Our
models
predict
although
each
responds
differently
environmental
changes,
are
heavily
influenced
by
climatic
variables,
water
resources,
roads.
also
suggest
the
high-quality
grey
wolves
hyaenas
will
probably
expand,
while
jackals,
it
decrease.
Significant
overlap
highly
suitable
habitat
exist
among
species,
particularly
between
jackal
hyaena.
The
overlapped
areas
all
cover
9%
10%
whole
region
at
present
future.
Because
decrease
rainfall
future,
may
face
competition
due
change.
findings
crucial
establishing
conservation
conserve
carnivore