Land,
Год журнала:
2024,
Номер
13(6), С. 758 - 758
Опубликована: Май 28, 2024
Urban
communities
are
characterized
by
significant
population
size,
high
density,
and
strong
mobility.
While
we
might
enjoy
the
dividends
of
rapid
modernization,
there
nonetheless
variable
frequent
public
crises
that
occur.
Modernization’s
problems
gradually
emerging,
traditional
risk
prevention
logic
relies
on
administrative
“rigidity”
has
begun
to
be
widely
challenged.
Traditional
urban
depend
institutional,
structural,
spatial
aspects
improve
community
resilience.
Because
big
data
become
popular,
attention
paid
digital
empowerment
However,
emergence
such
as
“digital
paradox”
ethics”
in
realm
itself
prompted
calls
for
cultural
resilience
continue
rise.
Therefore,
urgently
needed
resolutions
required
questions
regarding
communities,
construction
resilience,
relationship
between
manner
which
is
coordinated
solve
problem
A
quantitative
analysis
350
questionnaires
from
five
found
these
communities’
spatial,
structural
dimensions
driving
factors
improving
In
contrast,
constraints.
question
how
coordinate
represented
modern
societies
order
compensate
shortcomings
future
must
consider.
The
authors
this
study
believe
open
up
“first
mile”
resilient
break
down
“blocks
middle”
coupling
link
“last
communities.
One
use
culture
pay
failures
before
one
can
move
towards
more
governance.
Remote Sensing,
Год журнала:
2025,
Номер
17(9), С. 1619 - 1619
Опубликована: Май 2, 2025
The
scientific
development
and
utilization
of
cultivated
land
reserve
resource
areas
is
an
important
basis
for
realizing
national
food
security
regional
ecological
protection.
This
paper
focuses
on
use
optimization
simulations
to
explore
the
paths
sustainable
in
resources
areas.
Deep
learning
technology
was
introduced
calculate
growth
probability
each
type.
A
change
simulation
method
coupling
CNN-LSTM
PLUS
constructed
dynamically
simulate
pattern,
spatial
accuracy
improved.
Markov
chains
multi-objective
planning
(MOP)
model
were
used
set
historical
(HD)
scenarios,
conservation
(EP)
consolidation
(LC)
(SD)
scenarios.
comprehensive
impact
ecosystem
service
value
(ESV),
agricultural
production
benefits
(APBs),
carbon
balance
(CB)
evaluated
by
systematically
analyzing
quantitative
distribution
characteristics
different
scenarios
from
2020
2030.
Da’an
City,
Jilin
province,
China
selected
as
study
area.
results
this
show
following:
(1)
coupled
with
designed
capture
dynamic
use,
which
achieves
high
(Kappa
0.8119).
(2)
In
EP
scenario,
increase
ESV
4.36%,
but
APB
only
7.33%.
LC
increased
22.11%,
while
decreased
3.44%.
SD
a
achieved
between
APB,
it
optimal
path
development.
(3)
scenario
performed
best,
CB
5,532,100
tons,
lowest,
at
1,493,500
tons.
shows
potential
combining
reduction
paper,
deep
modeling
multi-scenario
integrated,
management
provided.
Land,
Год журнала:
2023,
Номер
12(5), С. 962 - 962
Опубликована: Апрель 26, 2023
Simulating
the
spatial
response
of
ecosystem
service
value
(ESV)
caused
by
land
use
change
in
Heilongjiang
Province
under
different
scenarios
future
is
great
significance
for
ensuring
ecological
security
and
sustainable
development
region.
Province,
an
important
grain-producing
region
China,
taken
as
research
area
this
study.
Five
maps
(2000,
2005,
2010,
2015,
2020)
were
used
to
evaluate
past
20
years.
In
addition,
each
type
was
predicted
Markov
model
MOP
model,
pattern
simulated
based
on
PLUS
ESV
calculated,
distribution
degree
clustering
further
explored.
The
results
show
that:
(1)
During
2000–2020,
built-up
continued
grow,
with
a
total
increase
5076
km2
during
20-year
period,
water
unused
gradually
decreased,
farmland
forest
changed
less.
(2)
study
2000,
2020
1320.8
billion
yuan,
1334.5
1342.1
1327.6
1328.4
respectively.
Generally,
it
shows
fluctuating
trend.
(3)
natural
scenario
(NDS),
economic
priority
(ERS)
protection
(EPS)
are
1334.3
1254.8
yuan
1455.6
quite
different.
(4)
higher
northwest,
central,
southeast,
lower
east
west.
hot
cold
spots
widely
distributed
polymerization
high.
methods
conclusions
can
provide
scientific
reference
optimization
national
formulation
policy.
Land,
Год журнала:
2024,
Номер
13(6), С. 758 - 758
Опубликована: Май 28, 2024
Urban
communities
are
characterized
by
significant
population
size,
high
density,
and
strong
mobility.
While
we
might
enjoy
the
dividends
of
rapid
modernization,
there
nonetheless
variable
frequent
public
crises
that
occur.
Modernization’s
problems
gradually
emerging,
traditional
risk
prevention
logic
relies
on
administrative
“rigidity”
has
begun
to
be
widely
challenged.
Traditional
urban
depend
institutional,
structural,
spatial
aspects
improve
community
resilience.
Because
big
data
become
popular,
attention
paid
digital
empowerment
However,
emergence
such
as
“digital
paradox”
ethics”
in
realm
itself
prompted
calls
for
cultural
resilience
continue
rise.
Therefore,
urgently
needed
resolutions
required
questions
regarding
communities,
construction
resilience,
relationship
between
manner
which
is
coordinated
solve
problem
A
quantitative
analysis
350
questionnaires
from
five
found
these
communities’
spatial,
structural
dimensions
driving
factors
improving
In
contrast,
constraints.
question
how
coordinate
represented
modern
societies
order
compensate
shortcomings
future
must
consider.
The
authors
this
study
believe
open
up
“first
mile”
resilient
break
down
“blocks
middle”
coupling
link
“last
communities.
One
use
culture
pay
failures
before
one
can
move
towards
more
governance.
