Frontiers in Ecology and Evolution,
Год журнала:
2025,
Номер
13
Опубликована: Фев. 18, 2025
Introduction
Machine
learning
techniques,
renowned
for
their
ability
to
process
complex
datasets
and
uncover
key
ecological
patterns,
have
become
increasingly
instrumental
in
assessing
ecosystem
services.
Methods
This
study
quantitatively
evaluates
individual
services—such
as
water
yield,
carbon
storage,
habitat
quality,
soil
conservation—on
the
Yunnan-Guizhou
Plateau
years
2000,
2010,
2020.
A
comprehensive
service
index
is
employed
assess
overall
capacity,
revealing
spatiotemporal
variations
services
exploring
trade-offs
synergies
among
them.
Additionally,
machine
models
identify
drivers
influencing
services,
informing
design
of
future
scenarios.
The
PLUS
model
used
project
land
use
changes
by
2035
under
three
scenarios—natural
development,
planning-oriented,
priority.
Based
on
simulation
results
these
scenarios,
InVEST
applied
evaluate
various
Results
During
2000-2020,
exhibited
significant
fluctuations,
driven
synergies.
Land
vegetation
cover
were
primary
factors
affecting
with
priority
scenario
demonstrating
best
performance
across
all
Discussion
research
integrates
model,
providing
more
efficient
data
interpretation
precise
design,
offering
new
insights
methodologies
managing
optimizing
Plateau.
These
findings
contribute
development
effective
protection
sustainable
strategies,
applicable
both
plateau
similar
regions.
E3S Web of Conferences,
Год журнала:
2025,
Номер
617, С. 03003 - 03003
Опубликована: Янв. 1, 2025
Territorial
space
planning
policies
profoundly
influence
land
use
alterations,
subsequently
impacting
regional
habitat
quality.
Habitat
quality
epitomizes
the
capacity
to
sustain
biodiversity.
The
acceleration
of
human
activities
and
urban
construction
expansion
foregrounds
as
a
pivotal
aspect
ecological
diversity
conservation
sustainable
development
scholarship.
Analyzing
spatial
temporal
fluctuations
furnishes
an
ecological,
scientific
foundation
for
territorial
strategy.
This
study,
centering
on
rapidly
urbanizing
Lingui
District,
assesses
forecasts
conversion
evolution
from
2000
2030,
using
random
forest
algorithm,
employing
data
2000,
2010,
2020
through
integrated
application
PLUS-
InVEST
model.
Furthermore,
it
explores
differentiation,
spatiotemporal
pattern
characteristics,
determinants
in
District
by
amalgamating
statistical
autocorrelation
methodologies.
The Science of The Total Environment,
Год журнала:
2023,
Номер
904, С. 166716 - 166716
Опубликована: Сен. 1, 2023
Ecosystem
services
(ES)
are
the
direct
and
indirect
benefits
people
obtain
from
ecosystems,
serving
as
a
bridge
linking
ecological
systems
social-economic
systems.
The
quantitative
assessment
of
dynamic
changes
in
ES
their
relationships
identification
driving
forces
behind
them
have
recently
become
research
hotspot.
However,
several
gaps
remain
challenging,
such
lack
an
analytical
framework
for
selecting
relevant
factors
need
innovative
approach
that
integrally
estimates
impacts
on
between
ES.
In
this
study,
we
modify
social-ecological
system
basis
suggest
series
principles
factors,
then
adopt
path
analysis
model
to
simultaneously
consistently
quantify
contributions
relationships.
Using
West
Liao
River
Basin
(WLRB)
case
results
show
spatial-temporal
variations
three
six
2000
2020,
divided
into
four
periods.
estimation
confirm
two
hypotheses
different
exerted
differential
effects
multiple
periods
whole
WLRB
sub-basins
period
2015-2020.
addition,
exhibits
food
production,
water
yield,
soil
conservation,
which
vary
temporally
spatially
sub-basins.
is
helpful
supporting
policy-making
construct
coupled
self-adjusted
benefit
public.
Ecological Indicators,
Год журнала:
2023,
Номер
149, С. 110193 - 110193
Опубликована: Март 31, 2023
The
trade-offs
of
ecosystem
services
(ES)
are
at
the
frontier
geographical
and
ecological
studies.
However,
previous
studies
have
focused
on
either
supply-supply
trade-off
or
supply–demand
trade-off,
while
integrated
research
three
types
for
ES
(i.e.
demand-demand
trade-off)
needs
to
be
further
studied.
This
study
establish
an
analytical
framework.
framework
was
then
applied
a
sub-watershed
Yellow
River
in
China
(i.e.,
Fenghe
watershed).
Based
quantitative
assessment
both
supply
demand
ES,
this
quantifies
displays
these
sub-watershed.
From
perspective,
obvious
exist
between
food
provision
as
well
water
yield,
carbon
sequestration,
soil
retention.
there
weak
conflicts
environmental
experts
other
stakeholders,
retention
provision,
eco-recreation.
match
deficit
sequestration
exists
northern
urban
areas,
surplus
southern
areas.
No
found
eco-recreation
scale.
spatial
characteristics
watershed
could
divided
into
10
land
use
management
zones.
Finally,
corresponding
measures
polices
proposed
optimize
matching
supply–demand.
contributes
optimization
sustainability
from
novel
provides
scientific
basis
management.
Heliyon,
Год журнала:
2024,
Номер
10(13), С. e33375 - e33375
Опубликована: Июнь 21, 2024
Interactions
among
ecosystem
services
(ESs)
involve
tradeoffs
and
synergies.
Quantitatively
studying
the
trade-off
synergistic
relationships
between
land
use/land
cover
change
(LULC)
ESs
enables
precise
identification
of
quality
status
driving
factors
within
region,
which
is
crucial
for
rational
resource
allocation
environmental
protection.
In
this
study,
spatial
temporal
characteristics
three
carbon
storage
(CS),
soil
retention
(SR)
habitat
(HQ)
are
explored
by
using
InVEST
model
GIS
technology
in
region
around
Taihu
Lake,
synergies
determined
based
on
difference
comparison.
The
results
indicate
that:
(1)
study
area
has
a
downward
trajectory
CS
HQ
from
1990
to
2020,
while
SR
experiences
some
fluctuations.
distribution
exhibits
high
levels
southwest
low
northeast.
(2)
most
sensitive
regions
where
pronounced
occur
primarily
newly
construction
southwestern
mountainous
hilly
areas.
regions,
there
often
observed
SR,
as
well
SR.
Conversely,
predominantly
negative
synergy
mainly
HQ.
terrain,
due
changes
landscape
patterns,
exhibit
higher
relationships.
(3)
LULC
significant
driver
ESs,
area,
necessitating
integrated
research
economic,
social
climate
perspectives.
Land,
Год журнала:
2024,
Номер
13(7), С. 1009 - 1009
Опубликована: Июль 7, 2024
During
the
rapid
urbanization
phase,
trade-off
between
ecosystem
services
is
most
severe
and
also
effective
stage
to
implement
ecological
management.
Exploring
natural—social
driving
mechanisms
for
trade-offs
contributes
coordinated
development
of
social
economy
nature.
Taking
typical
mountainous
city
(Yibin)
that
currently
in
phase
ecologically
fragile
as
an
example,
utilizing
a
combination
difference
comparison,
trade-off–synergy
index
(TSI),
optimal-parameter-based
geographical
detector
model
(OPGD),
multi-scale
geographically
weighted
regression
(MGWR),
we
spatially
assess
nature
intensity
ES
relationships
explore
its
social–natural
mechanisms.
Our
findings
reveal
following:
(1)
Varied
geospatial
patterns
four
ESs—habitat
quality
(HQ),
carbon
storage
(CS),
soil
conservation
(SC),
water
yield
(WY)—with
greatest
fluctuations
WY.
(2)
Significant
changes
over
time,
showing
predominant
positive
synergies
WY-HQ,
WY-SC,
HQ-CS,
negative
HQ
SC,
WY-CS
SC-CS.
(3)
Distinct,
time-varying
factors
different
relationships:
climate
topography
WY,
vegetation
CS,
economic
HQ,
SC.
Rapid
has
diminished
role
natural
factors.
(4)
The
coefficients
local
various
factors,
based
on
which
targeted
recommendations
can
be
proposed.
For
instance,
establishment
interconnected
small
wetlands
green
spaces
urban
areas
enhancement
multiple
ESs.
purpose
this
study
provide
scientific
insights
into
optimizations
key
services’
are
undergoing
urbanization.
Ecological Indicators,
Год журнала:
2022,
Номер
145, С. 109715 - 109715
Опубликована: Ноя. 24, 2022
Nature-based
green
infrastructure
(GI)
is
considered
as
a
sound
solution
to
mitigate
the
urban
issues
resulting
from
rapid
urbanization.
It
exceedingly
essential
construct
GI
network
for
adaption
dynamics
of
natural
and
social
conditions.
However,
it
has
not
been
well
studied
until
now.
In
this
study,
taking
Lanzhou
City,
Gansu
Province,
China
case,
we
proposed
an
improved
framework
construction
sustainable
sprawl.
First,
predicted
land
use
cover
(LULC)
in
City
2030
by
using
FLUS
(future
simulation)
model.
Then,
based
on
LULC,
extracted
ecological
sources
corridors
integrating
MSPA
(Morphological
spatial
pattern
analysis)
MCR
(minimum
cumulative
resistance)
Finally,
optimized
future
sprawl
was
established,
which
included
10
sources,
56
19
nodes.
case
proven
be
reliable,
thus
can
promoted
other
regions
different
scenarios.
This
study
would
provide
some
new
insights
planning
both
cities
regions,
then
contribute
protection
regional
security.
Carbon Balance and Management,
Год журнала:
2024,
Номер
19(1)
Опубликована: Янв. 28, 2024
Abstract
Background
The
study
of
soil
organic
carbon
characteristics
and
its
relationship
with
environment
vegetation
types
is
great
significance
to
the
evaluation
sink
provided
by
inland
salt
marshes.
This
paper
reports
fractions
in
0–50
cm
layers
at
four
communities
Qinwangchuan
marsh.
Results
(1)
content
Phragmites
australis
community
(9.60
±
0.32
g
/kg)
was
found
be
higher
than
that
Salicornia
europae
(7.75
0.18
Tamarix
ramosissima
(4.96
Suaeda
corniculata
(4.55
0.11
/kg).
(2)
dissolved
carbon,
particulate
microbial
biomass
layer
were
higher,
which
0.46
0.01
/kg,
2.81
0.06
/kg
0.31
respectively.
(3)
Soil
positively
correlated
negatively
easily
oxidized
carbon.
(4)
Above-ground
has
a
strong
direct
positive
effect
on
total
nitrogen
pH
have
content,
average
density
negative
Conclusions
interaction
between
plant
factors
an
important
driving
factor
for
accumulation
