Scientific Reports,
Journal Year:
2025,
Volume and Issue:
15(1)
Published: March 22, 2025
The
role
of
Internet
Popularity
(INPY)
in
shaping
public
perception
urban
parks
is
increasingly
significant.
Although
existing
studies
have
explored
the
impact
on
perception,
they
primarily
focus
traditional
environmental
indicators
(such
as
NDVI
and
GVI),
overlooking
potential
influence
INPY
generated
social
media
emotions.
This
study
aims
to
fill
this
gap
by
analyzing
41,675
data
from
Luoyang,
China,
quantifying
emotional
perception(ETPN),
using
Multi-task
Hierarchical
Linear
regression
models
explore
relationship
between
INPY,
parks.
results
show:
(1)
has
varying
degrees
positive
Emotional
Gradients
(ETGD)
negative
positive,
with
intensity
increasing
low
high;
(2)
A
200-meter
GVI
negatively
correlated
emotions,
whereas
500-meter
1000-meter
scales
positively
affect
emotions;
(3)
Seasons
expression,
particularly
highlights
that
mainly
impacts
while
help
mitigate
emotions
enhance
overall
ETPN.
These
provide
planners
a
new
perspective
understanding
value
offer
scientific
support
for
space
optimization
policy-making.
Urban forestry & urban greening,
Journal Year:
2024,
Volume and Issue:
96, P. 128366 - 128366
Published: May 15, 2024
Urban
green
spaces
(UGS)
are
an
important
foundation
for
supporting
sustainable
urban
development
and
benefiting
the
well-being
of
residents.
However,
access
to
is
a
complex
dynamic
process.
Existing
studies
have
mainly
used
single
method
assess
UGS
accessibility,
research
on
influencing
factors
has
less
focused
multi-variable
perspective.
In
this
study,
we
innovatively
integrated
four
methods—Container,
Distance,
Gravity,
2SFCA—to
accessibility
at
LSOA
level
in
Inner
London.
We
examined
impact
land
use
patterns,
space
types,
individual
characteristics
accessibility.
Then,
Spearman's
correlation
analysis
Ordinary
Least
Squares
(OLS)
regression
model
were
check
relationship
between
multiple
variables
with
The
main
findings
as
follows:
(1)
results
based
multi-method
reflect
variation
distribution
London,
more
than
80%
LSOAs
having
below-average
accessibility;
(2)
significantly
influenced
by
factors,
particularly
race,
income,
education,
crime,
office,
residential,
non-park
(multiple
types
beyond
parks).
This
study
highlights
inequalities
suggests
strategies
policymakers
improve
integration
planning.
Ecological Indicators,
Journal Year:
2024,
Volume and Issue:
160, P. 111861 - 111861
Published: March 1, 2024
Urban
green
space
(UGS)
plays
a
pivotal
role
in
enhancing
citizens'
living
standards,
well-being,
and
overall
physical
mental
health.
As
urbanization
continues
to
progress,
ensuring
equitable
access
UGS
becomes
increasingly
vital
addressing
the
social
resource
disparities.
This
paper
proposes
an
innovative
approach
inform
planning
updates,
placing
strong
emphasis
on
distribution.
In
pursuit
of
more
balanced
layout,
we
present
novel
recreational
demand
model
that
can
evaluate
citizen's
preferences
by
taking
into
account
population
activity
levels
agglomeration
effect.
Leveraging
point
interest
(POI)
data
within
geographic
information
system
(GIS)
platform,
quantitatively
analyze
these
factors.
Additionally,
propose
refined
resistance
model,
accuracy
update
cost
estimation.
Applying
models,
undertake
case
study
Changsha
City
advance
strategies.
Our
findings
reveal
disparities
not
only
across
different
city
sectors
but
also
individual
spaces,
underscoring
unequal
distribution
diverse
resources.
The
proposed
models
effectively
guide
incorporation
new
points
urban
planning,
mitigating
challenge
inequitable
allocation.
provides
comprehensively
quality
offers
additional
valuable
insights
for
improved
therefore,
contributes
fostering
just,
inclusive
sustainable
environment.
Scientific Reports,
Journal Year:
2024,
Volume and Issue:
14(1)
Published: Jan. 12, 2024
Abstract
Urban
parks
are
essential
components
of
urban
ecosystems,
providing
vital
ecological
resources
for
city
residents.
However,
the
rapid
expansion
high-density
areas
has
led
to
an
unequal
distribution
park
resources,
raising
growing
concerns
about
spatial
equity.
To
address
these
challenges,
we
employed
improved
Gaussian
two-step
floating
catchment
area
(2SFCA)
method,
considering
quality
variations
and
integrating
sentiment
scores
from
reviews
calculate
a
comprehensive
accessibility
index,
accounting
both
supply
demand
dynamics
among
users.
The
results
demonstrate
significance
management,
as
users
prioritise
convenience
cleanliness
public
facilities.
Recreational
significantly
influences
equity,
with
near
Beijing’s
initial
greenbelt
zone
showing
(IA).
Nonetheless,
our
analysis
exposes
disparities
in
resource
allocation
within
Chaoyang
District,
indicating
relative
inequity.
Spatial
mismatches,
especially
northwest
southeast,
evident.
enhance
layout
recommend
strategies
like
identifying
repurposing
underused
spaces,
establishing
pocket
micro-green
areas,
improving
recreational
It
is
crucial
needs
vulnerable
groups
such
older
residents
children.
These
insights
stress
importance
ensuring
fair
access
well-being
all
Journal of Traffic and Transportation Engineering (English Edition),
Journal Year:
2024,
Volume and Issue:
11(2), P. 312 - 347
Published: April 1, 2024
Global
ageing
has
brought
attention
to
addressing
the
elderly
mobility
dilemma,
and
a
commitment
address
inclusive
transport
in
ageing.
Transport
inclusion
for
older
adults
aims
at
establishing
an
age-friendly
system.
As
direct
policy
goal
promoting
active
as
indirect
social
goal,
help
populations
gain
access
opportunities.
Based
on
analysis
of
scientific
knowledge
mapping
over
past
30
years,
this
study
visualizes
hotspots
trends
research.
Through
qualitative
138
papers,
paper
reviews
theoretical
foundations
three
themes
research,
proposes
framework
public
(PT)
research
well
future
directions.
The
suggests
that
can
enhance
health,
participation,
subjective
well-being.
It
improve
their
travel
opportunities
four
ways:
opportunity
accessibility,
physical
informationalization,
cost
affordability.
Future
should
pay
examining
mechanism
perceived
ageing,
expanding
multilevel
space
capability
approach
(CA),
exploring
subjective-objective
integrated
model
PT
inclusion.
This
contributes
overall
empirical
researches
promotes
application
interdisciplinary
field.
Sustainable Cities and Society,
Journal Year:
2024,
Volume and Issue:
111, P. 105518 - 105518
Published: May 12, 2024
The
vertical
expansion
of
urbanization
has
increased
the
morphological
heterogeneity
urban
landscape,
affecting
physical
and
emotional
wellbeing
dwellers
by
obstructing
view
greenery.
In
this
study,
multisource
spatial
data
was
used
to
calculate
building
green
index
(BGVI).
Baidu
Street
View
(BSV)
images
were
collected
for
comparison
with
corresponding
BGVI
results.
A
random
forest
model
analyze
contributions
marginal
effects
multiple
influencing
factors
on
BGVI.
results
indicated
that
approximately
76.10%
sampled
sites
had
a
higher
than
street
index,
indicating
buildings'
superiority
visible
greenery
in
height.
western
edge
research
region
frequently
highest
Meanwhile,
hotspot
regions
primarily
located
west,
which
more
consistent
distribution
high
value
zones.
area
within
maximum
distance,
average
height
most
influential
according
analysis
IncNodePurity.
As
quantitative
measure
dwellers'
visual
accessibility
space,
will
contribute
planning
development
landscape
architecture.