Sustainability,
Journal Year:
2024,
Volume and Issue:
16(23), P. 10391 - 10391
Published: Nov. 27, 2024
Urban
inland
rivers
are
closely
related
to
urban
development,
but
high-density
urbanisation
has
reduced
the
natural
function
of
streams
and
riverbanks
hardened
into
two
parts,
embankment
walls
berms,
which
give
rise
a
variety
riparian
landscapes.
However,
difference
in
height
walkways
affects
degree
their
greening
landscape
effects.
In
this
paper,
we
studied
single-
double-decker
greenways,
constructed
quantitative
indicators
spatial
elements
based
on
deep
learning
algorithms
using
an
image
semantic
segmentation
(ISS)
model
that
simulates
human
visual
perception,
used
random
forests
multivariate
linear
regression
models
study
impact
riverfront
greenway
clarified
differences
caused
by
different
types
space
aesthetic
preferences
(LP)
confirmed
specific
extent
components
influence
preferences.
The
results
showed
there
were
significant
perception
scores
between
single
double
layers.
(1)
WED
(negative
correlation)
NI
(positive
is
large
single-layer
greenway.
colour,
material
structure
guardrail
can
be
beautified
diversified
quality
greenery
taken
account
maintain
visibility
order
improve
score
(2)
BVI
double-layered
positive.
Water-friendly
or
water-viewing
spaces
added
appropriately
greenways.
This
applicable
regional
feature
identification
greenways
large-scale
hard
barge
bank
images,
realises
whole-region
perspective
effective
expansion
analysis
techniques
for
sustainable
planning
design
Journal of Asian Architecture and Building Engineering,
Journal Year:
2025,
Volume and Issue:
unknown, P. 1 - 17
Published: March 3, 2025
The
thermal
environment
effect
poses
great
threats
to
the
sustainable
development
of
cities.
It
is
crucial
identify
priority
areas
for
optimizing
urban
as
a
strategy
mitigate
this
effectively.
We
developed
comprehensive
framework
metrics
evaluate
community-scale
outdoor
comfort
and
built
characteristics.
This
includes
universal
climate
index
green
space
morphology,
utilizing
large
dataset
meteorological
data.
Subsequent
spatial
econometric
analysis
pinpointed
that
have
significant
impact
on
comfort.
Additionally,
we
applied
methods
supply–demand
matching
division
determine
key
with
imbalances
areas.
results
showed
substantial
variability
in
among
different
community
units
old
city
Fuzhou,
China.
Seven
building
coverage
ratio,
patch
density,
shape
index,
etc.
significantly
influenced
Among
four
identified
relationships
between
comfort,
97
were
categorized
mismatch,
45
these
highest
priority.
study
provides
scientific
foundation
devising
more
focused
strategies
optimize
environment.
Scientific Reports,
Journal Year:
2025,
Volume and Issue:
15(1)
Published: May 2, 2025
Many
cities
experience
urban
overheating
from
climate
change
and
the
heat
island
phenomenon.
Previous
studies
demonstrate
that
parks
are
a
potential
nature-based
solution
to
mitigate
through
'Park
Cool
Island'
(PCI)
effect.
PCI
intensity
can
be
measured
field
measurements
(FM)
or
remote
sensing.
This
FM
study
used
network
of
meteorological
sensors
within
park
in
its
surrounding
area
ascertain
Singapore
January
December
2022.
Consistently
cooler
air
temperatures
were
found
throughout
24-h
period
area,
with
mean
daytime
(nighttime)
~
2.21
°C
(~
1.69
°C).
A
modified
version
(PCImodified)
was
developed
highlight
radiative
cooling
differences
between
areas.
PCImodified
leverages
on
preserve
spatial
granularity
data,
allowing
for
interpolation
point
data
across
area.
By
employing
Geographical
Information
Science
concepts,
model
visualises
diurnal
changes
intensities
respect
tree
height,
density,
building
height;
significant
is
positively
(negatively)
correlated
height
density
(building
height).
demonstrates
comprehensive
analysis
using
understudied
tropical
environments.
