Frontiers in Public Health,
Journal Year:
2025,
Volume and Issue:
12
Published: Jan. 15, 2025
Introduction
In
the
context
of
escalating
public
health
crises
in
megacities,
promoting
green
and
healthy
urban
spatial
development
is
crucial.
It
not
only
contributes
to
economic
growth
environmental
sustainability
but
also
significantly
impacts
residents.
Methods
This
study
utilized
land
use
data
from
2000
2021
Chongqing,
China,
investigate
characteristics
patterns
change
space
distribution.
Spatial
analysis
methods
were
employed,
an
econometric
model
was
constructed
analyze
mechanisms
these
changes,
considering
factors
such
as
drivers,
governmental
regulation,
social
dynamics.
Results
The
results
reveal
that
spaces
Chongqing
metropolitan
area
are
primarily
concentrated
inner
suburbs
with
limited
distribution
central
areas,
exhibiting
a
distinct
gradient.
overall
size
has
been
decreasing,
particularly
suburbs.
primary
this
reduction
include
edge
erosion
suburbs,
inward
contraction
minor
perforation
new
towns.
Discussion
indicates
industrial
growth,
dominant
contributing
spaces.
impact
dynamics,
demand,
appears
be
relatively
insignificant.
Conversely,
government
planning
policies
investments
play
crucial
role
protection
These
findings
emphasize
need
for
effective
strategies
prioritize
conservation
expansion
enhance
megacities.
ISPRS International Journal of Geo-Information,
Journal Year:
2022,
Volume and Issue:
11(7), P. 394 - 394
Published: July 12, 2022
Park
green
space
(PGS)
is
an
important
part
of
urban
ecosystem
and
infrastructure,
the
ease
access
to
PGS
closely
related
health
residents.
A
growing
number
studies
have
attempted
identify
accessibility
disparities,
but
results
varied
because
travel
mode
choice
measurement
method.
This
study
proposes
a
dynamic
Huff
two-step
floating
catchment
area
(H2SFCA)
method
based
on
map
service
API
(Application
Programming
Interface)
assess
PGS,
with
Gini
coefficient
bivariate
local
Moran’s
I
used
analyze
equity.
Results
show
that:
(1)
driving
biking
modes
more
significant
spatiotemporal
compression
effects
than
modes,
public
transit,
walking
mode.
(2)
The
values
spatial
patterns
vary
significantly
by
availability
pattern
at
level
uneven
distribution
regional
level.
In
comparison
for
single
are
likely
be
overestimated
or
underestimated.
(3)
generally
has
better
equity
residents
can
select
suitable
tools
acquire
equitable
park
services.
addition,
there
difference
between
driving-based
transit-based
in
four
subdistricts,
which
mainly
located
south
Tianhe
District.
transport
facilities
linking
parks
these
areas
need
optimized.
further
improves
evaluation
method,
findings
conducive
implementation
refined
planning
management.
Applied Sciences,
Journal Year:
2025,
Volume and Issue:
15(2), P. 742 - 742
Published: Jan. 13, 2025
The
rapid
increase
in
urban
population
density
driven
by
development
has
intensified
inequity
green
space
distribution.
Identifying
the
causes
of
changes
equity
and
developing
strategies
to
improve
greening
are
crucial
for
optimizing
resource
allocation
alleviating
social
inequalities.
However,
long-term
spatio-temporal
evolution
visibility
remains
underexplored.
This
study
utilized
“Time
Machine”
feature
capture
street
view
images
from
2014,
2017,
2021,
analyzing
its
across
residential
communities
Wuhan.
Deep
learning
techniques
statistical
methods,
including
Gini
coefficient
location
quotient
(LQ),
were
employed
assess
distribution
spatial
street-level
greenery.
results
showed
that
overall
Wuhan
increased
4.18%
between
2014
2021.
this
improvement
did
not
translate
into
better
equity,
as
consistently
ranged
0.4
0.5.
Among
seven
municipal
districts,
only
Jiang’an
District
demonstrated
relatively
equitable
2017
Despite
a
gradual
reduction
disparities
visibility,
mismatch
persisted
UGS
growth
distribution,
leading
uneven
patterns
equity.
explores
factors
driving
inequities
proposes
enhance
greening.
Key
recommendations
include
integrating
evaluation
framework
planning
guide
fair
allocation,
prioritizing
greenery
low-income
neighborhoods,
reducing
hardscapes
support
planting
maintenance
tall
canopy
trees.
These
measures
aim
accessible
visible
resources
promote
access
communities.
Frontiers in Public Health,
Journal Year:
2025,
Volume and Issue:
12
Published: Jan. 15, 2025
Introduction
In
the
context
of
escalating
public
health
crises
in
megacities,
promoting
green
and
healthy
urban
spatial
development
is
crucial.
It
not
only
contributes
to
economic
growth
environmental
sustainability
but
also
significantly
impacts
residents.
Methods
This
study
utilized
land
use
data
from
2000
2021
Chongqing,
China,
investigate
characteristics
patterns
change
space
distribution.
Spatial
analysis
methods
were
employed,
an
econometric
model
was
constructed
analyze
mechanisms
these
changes,
considering
factors
such
as
drivers,
governmental
regulation,
social
dynamics.
Results
The
results
reveal
that
spaces
Chongqing
metropolitan
area
are
primarily
concentrated
inner
suburbs
with
limited
distribution
central
areas,
exhibiting
a
distinct
gradient.
overall
size
has
been
decreasing,
particularly
suburbs.
primary
this
reduction
include
edge
erosion
suburbs,
inward
contraction
minor
perforation
new
towns.
Discussion
indicates
industrial
growth,
dominant
contributing
spaces.
impact
dynamics,
demand,
appears
be
relatively
insignificant.
Conversely,
government
planning
policies
investments
play
crucial
role
protection
These
findings
emphasize
need
for
effective
strategies
prioritize
conservation
expansion
enhance
megacities.
