The
urban
heat
island
theory
plays
a
crucial
role
in
the
domains
of
climate
and
planning.
However,
conventional
Urban
Heat
Island
Functional
Zoning
(UHIFZ)
methods
often
rely
on
empirical
common
sense,
neglecting
spatial
effects
that
can
better
explain
essence
UHIFZ.
To
address
this
gap,
paper
proposes
novel
method,
named
Geographically
Weighted
Kernel
K-Means
for
UHIFZ
(GWKKM-UHIFZ).
By
integrating
weights
into
feature
distance
metric
process,
study
demonstrates
combination
machine
learning
classification
algorithms
effectively
achieve
flexible
functional
zoning
provide
accurate
data
support
subsequent
quantitative
analysis.
Additionally,
evaluation
indexes
be
adjusted
according
to
specific
requirements,
thereby
acquiring
valuable
thematic
information
future
planning
design
upgrades.
Frontiers in Sustainable Cities,
Journal Year:
2023,
Volume and Issue:
5
Published: Oct. 30, 2023
Urban
ecosystems
play
a
crucial
role
in
providing
wide
range
of
services
to
their
inhabitants,
and
functioning
is
deeply
intertwined
with
the
effects
climate
change.
The
present
review
explores
dynamic
interplay
between
urban
ecosystem
change,
highlighting
reciprocal
relationships,
impacts,
adaptation
strategies
associated
these
phenomena.
environment,
its
built
infrastructure,
green
spaces,
diverse
human
activities,
offers
various
that
enhance
wellbeing
resilience
dwellers.
offer
regulatory
like
temperature
control,
air
quality
upkeep,
stormwater
management,
plus
provisioning
food
water.
They
also
provide
cultural
benefits,
promoting
recreation
community
unity.
However,
change
poses
significant
challenges
services.
Rising
temperatures,
altered
precipitation
patterns,
increased
frequency
extreme
weather
events
can
disrupt
ecosystems,
impacting
provision
Heatwaves
heat
island
compromise
health
energy
demands,
while
changes
rainfall
patterns
strain
management
systems
lead
flooding.
Moreover,
biodiversity
ecological
processes,
affecting
overall
sustainability
ecosystems.
To
address
challenges,
cities
are
adopting
recognize
interdependence
Green
infrastructure
interventions,
such
as
creation
parks,
roofs,
gardens,
aim
mitigate
impacts
by
enhancing
regulation
temperature,
improving
quality,
reducing
runoff.
Additionally,
planning
design
approaches
prioritize
compact
walkable
neighborhoods,
public
transportation
reliance
on
fossil
fuels.
Furthermore,
engaging
communities
measures
for
ensuring
equitable
distribution
building
social
resilience.
Therefore,
article
highlights
comprehensive
understanding
interrelationship
implications.
By
recognizing
integrating
contributions
develop
sustainable
resilient
adapt
habitability
environments
future
generations.
Ecological Indicators,
Journal Year:
2024,
Volume and Issue:
159, P. 111698 - 111698
Published: Feb. 1, 2024
Urban
development
inevitably
comes
with
the
loss
of
prime
agricultural
land,
leading
to
a
decline
in
cropland
productivity.
The
Northeast
region
is
an
important
grain-producing
China,
and
land
great
significance
ensuring
national
food
security.
Here,
use
cover
data
MODIS-NPP
were
used
comprehensively
understand
direct
adverse
influence
urban
growth
on
net
primary
productivity
(NPP)
China.
results
indicated
that
(1)
area
increased
by
total
5230.00
km2
since
2000.
phenomenon
was
particularly
notable
cities
near
central
transportation
trunk
line
along
southern
coastal
regions.
(2)
more
than
half
newly
added
patches
originated
from
cropland.
Between
2000
2020,
expansion
China
resulted
0.
85
Tg
C
NPP.
(3)
there
significant
regional
variation
NPP
loss.
low
altitude
slope
regions
experienced
most
Meanwhile,
large
developed
caused
losses,
dispersed
had
broader
impact
concentrated
expansion.
(4)
when
converting
crop
yield,
it
revealed
reduction
0.91
million
tons
grain
yield
These
findings
provide
valuable
insights
for
protection
strategies
offering
crucial
guidance
sustainable
practices.
Ecological Indicators,
Journal Year:
2023,
Volume and Issue:
154, P. 110662 - 110662
Published: July 18, 2023
In
rapidly
urbanizing
areas,
intense
human
development
activities
and
fierce
competition
for
spatial
resources
have
led
to
apparent
territorial
space
conflicts.
This
paper
selects
Jiangsu
Province
as
the
study
area
explore
spatiotemporal
evolution
characteristics
response
relationship
between
expansion
of
county-level
construction
land
conflicts
from
1985
2020
provide
a
reference
regional
optimization.
The
results
show
that
intensity
(CEI)
at
county
level
showed
characteristic
greater
power
in
southeast
than
northwest.
mode
(SEI)
was
mainly
characterized
by
spread
type,
with
experiencing
marginal
expansion,
emergence
new
independent
points,
then
process
agglomeration
distribution.
From
2020,
there
significant
increase
an
aggregation
level.
regions
high
index
(SCII)
values
changes
(SCIIC)
were
located
Xuzhou,
Nanjing,
junction
Changzhou,
Wuxi,
Suzhou,
Zhenjiang.
There
positive
correlation
CEI
SCIIC,
units
increased
south
north.
SEI
strong
Nantong,
Wuxi.
population
density
GDP
also
affect
SCIIC.
strengthens
understanding
related
relationships
over
long
time,
which
can
decision-making
basis
regulation
optimization
Province.
Sustainability,
Journal Year:
2024,
Volume and Issue:
16(16), P. 7019 - 7019
Published: Aug. 15, 2024
Urban
green
spaces
(UGS)
are
vital
for
the
quality
of
life
in
cities.
However,
managing
these
metropolitan
areas
is
increasingly
challenging.
There
a
critical
gap
regarding
specific
challenges
and
strategies
employed
by
municipalities
varying
sizes
emerging
economies.
Most
existing
research
focuses
on
developed
countries,
leaving
void
understanding
how
economies
manage
UGS
under
different
constraints.
This
study
delves
into
associated
with
region
São
Paulo
(MRSP),
Brazil,
comparing
experiences
to
provide
empirical
evidence
that
can
inform
policy
making
urban
planning
practices
similar
contexts.
A
structured
questionnaire
was
distributed
environmental
departments
across
39
MRSP.
The
survey
included
questions
population
size,
priority
given
UGS,
faced
adopted
overcome
barriers.
Chi-square
tests
were
used
analyze
association
between
municipality
size
identified
strategies.
found
larger
face
significant
barriers
related
high
density
land
use
conflicts,
which
less
pronounced
smaller
municipalities.
all
Policy
makers
should
focus
promoting
vertical
spaces,
expanding
greening
programs,
ensuring
equitable
resource
allocation.
Public–private
partnerships
community
involvement
processes
crucial
sustainable
management.
Integrating
policies
broader
development
plans
essential
creating
cohesive
environments.
Further
conduct
comparative
studies
multiple
regions
countries
more
comprehensive
management
globally.
integrates
insights
from
ecology,
landscape
architecture,
public
policy,
emphasizing
interdisciplinary
approach
required
effective
findings
offer
practical
guidance
planners
architects
design
landscapes.
Sustainability,
Journal Year:
2023,
Volume and Issue:
15(2), P. 979 - 979
Published: Jan. 5, 2023
In
the
“2030
Agenda
for
Sustainable
Development”
proposed
by
United
Nations,
there
are
several
Development
Goals
(SDGs)
related
to
sustainable
development
of
urbanization.
Therefore,
this
paper
combines
remote
sensing
products
and
statistics
data;
uses
entropy
weight
method
construct
a
comprehensive
assessment
framework
urbanization
in
Hainan
Island
based
on
11
SDGs;
conducts
spatial
temporal
analysis
from
2011
2020.
The
scores
study
area
distributed
spatially
pattern
that
high
north
south
low
middle
west.
terms
SDGs’
progress,
each
region
faces
its
own
challenges
needs
develop
under
status.
For
Wuzhishan
City
Ding’an
County,
which
scored
assessment,
newly
increased
fixed
assets,
per
capita
public
green
areas
rate
science
technology
expenditures
local
government
main
factors
affecting
scores.
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.
Land,
Journal Year:
2025,
Volume and Issue:
14(3), P. 602 - 602
Published: March 13, 2025
Urban–rural
integration
(URI)
is
essential
to
achieving
sustainable
development.
However,
the
rural
areas
surrounding
large
cities
typically
have
a
scale
and
significant
differences
in
development
conditions.
It
necessary
formulate
policies
by
category
better
promote
integrated
between
urban
areas,
stimulate
vitality,
create
more
opportunities
for
This
study
constructs
an
evaluation
system
under
URI,
using
Xi’an
metropolitan
area
as
case
study.
A
clustering
algorithm
enhanced
random
forest
(RF)–principal
component
analysis
(PCA)–partitioning
around
medoids
(PAM)
method
applied
evaluate
comprehensively.
Key
findings
this
include
following:
(i)
URI
should
be
decoupled
from
administrative
divisions,
considering
complex
impacts
of
multi-town
functional
spillover;
(ii)
ecological
environment,
economic
development,
public
service
allocation,
construction
land
supply
are
key
factors
influencing
URI;
(iii)
overall
index
presents
“high
center,
low
east
west”
pattern.
The
with
high
Xianyang,
while
other
show
insufficient
communication
neighboring
villages;
(iv)
can
categorized
into
four
types
integration:
ecological,
ecological–economic,
ecological–social–spatial,
ecological–economic–social–spatial,
which
exhibit
outward
expansion
layers
extension
along
east–west
axis
spatial
structure
integration.
Finally,
differential
suggestions
promoting
urban–rural
put
forward
because
different
villages.
paper
provides
framework
formulating
policies,
significantly
deepening