Water,
Год журнала:
2024,
Номер
16(13), С. 1825 - 1825
Опубликована: Июнь 27, 2024
In
this
study,
a
multi-stage
planning
framework
was
constructed
by
using
SWMM
simulation
modeling
and
NSGA-II
applied
to
optimize
the
layout
of
integrated
grey–green
infrastructure
(IGGI)
under
land
use
change
climate
scenarios.
The
scenarios
were
determined
based
on
master
plan
study
area,
with
imperviousness
50.7%
62.0%
for
stage
1
2,
respectively.
Rainfall
trends
2
Earth-E3
from
CMIP6
model.
rainfall
in
increased
14.9%
1.
Based
these
two
scenarios,
spatial
configuration
IGGI
layouts
different
degrees
centralization
(DCL)
phases
optimized,
lowest
life
cycle
cost
(LCC)
as
optimization
objective.
results
showed
that
DCL
=
0
had
better
performance
terms
LCC.
LCC
only
66.9%
90.9%.
Tech-R,
than
Furthermore,
average
technological
resilience
(Tech-R)
index
0.8–3.4%
higher
Tech-R
indices
all
layouts,
TOPSIS
used
compare
stages,
it
best
economic
benefits.
will
be
useful
exploring
urban
drainage
systems
sustainable
stormwater
management.
Frontiers in Environmental Economics,
Год журнала:
2025,
Номер
3
Опубликована: Янв. 9, 2025
Artificial
intelligence
(AI)
plays
a
pivotal
role
in
the
development
of
green
economy.
This
paper
examines
impact
artificial
on
economic
efficiency
(GEE)
using
panel
data
from
30
provinces
China
spanning
2011–2020.
A
multiple
linear
regression
model,
alongside
various
endogeneity
and
robustness
tests,
is
applied
to
ensure
reliable
findings.
The
empirical
results
indicate
that
AI
significantly
enhances
GEE.
However,
marginal
effect
GEE
influenced
by
different
governance
approaches.
In
terms
policy
governance,
excessive
market-based
environmental
regulation
(MER)
diminishes
AI,
while
stronger
administrative-command
regulations
(CER)
informal
(IER)
amplify
it.
Regarding
technological
substantive
innovations
(SUG)
reduce
AI's
effect,
whereas
symbolic
(SYG)
may
increase
Notably,
threshold
SUG
surpasses
SYG.
legal
both
administrative
judicial
intellectual
property
protections
though
protection
(AIP)
exhibits
more
significant
than
(JIP).
These
findings
offer
practical
insights
for
optimizing
strategies
maximize
promoting
highlight
need
balanced
sustainable
development.
Policymakers
should
tailor
encourage
regional
collaboration
harness
spatial
spillover
effects.
Enterprises
can
leverage
AI-driven
align
growth
with
ecological
goals,
fostering
coordinated
Buildings,
Год журнала:
2025,
Номер
15(2), С. 210 - 210
Опубликована: Янв. 12, 2025
Rapid
infrastructure
growth
in
developing
countries
has
intensified
environmental
challenges
due
to
cost-prioritizing
practices
over
sustainability.
This
study
evaluates
21
identified
sustainable-driving
tools
improve
the
management
of
throughout
its
life
cycle,
by
interacting
with
20
out
36
key
system
variables
(ISMVs).
Using
a
systems
thinking
approach,
Sustainable
Systems
Dynamic
Model
(SSDM)
is
developed,
comprising
nucleus
representing
interconnected
stages
cycle:
planning
and
design
(S1),
procurement
(S2),
construction
(S3),
operation
maintenance
(S4),
renewal
disposal
(S5).
The
model
incorporates
total
12
balance
(B)
25
reinforcement
(R)
loops,
enabling
visualization
critical
interdependencies
that
influence
sustainability
system.
In
addition,
analysis
shows
between
stages,
demonstrating,
for
example,
how
implementation
such
as
LCA,
BIM,
Circular
Economy
principles
S1,
or
IoT
SHM
S4,
significantly
A
gap
theory
practice
adoption
sustainable
identified,
which
aggravated
lack
knowledge
specific
countries’
context.
Hence,
this
contributes
closure
offering
facilitates
understanding
interactions
systems.
Buildings,
Год журнала:
2025,
Номер
15(7), С. 994 - 994
Опубликована: Март 21, 2025
With
the
rapid
advancement
of
machine
learning
(ML)
technologies,
their
innovative
applications
in
enhancing
building
energy
efficiency
are
increasingly
prominent.
Utilizing
tools
such
as
VOSviewer
and
Bibliometrix,
this
study
systematically
reviews
body
related
literature,
focusing
on
key
emerging
trends
cutting-edge
ML
techniques,
including
deep
learning,
reinforcement
unsupervised
optimizing
performance
managing
carbon
emissions.
First,
paper
delves
into
role
prediction,
intelligent
management,
sustainable
design,
with
particular
emphasis
how
smart
systems
leverage
real-time
data
analysis
prediction
to
optimize
usage
significantly
reduce
emissions
dynamically.
Second,
summarizes
technological
evolution
future
sector
identifies
critical
challenges
faced
by
field.
The
findings
provide
a
technology-driven
perspective
for
advancing
sustainability
construction
industry
offer
valuable
insights
research
directions.
Journal of Sustainable Construction Materials and Technologies,
Год журнала:
2025,
Номер
10(1), С. 108 - 141
Опубликована: Март 28, 2025
This
review
paper
explores
the
utilization
of
sustainable
concrete
materials
in
development
green
infrastructure.
The
primary
objective
is
to
investigate
various
solutions
that
enhance
environmental
performance
while
maintaining
structural
integrity.
study
inte-
grates
with
infrastructure
elements
such
as
permeable
concrete,
roofs,
vegetated
systems,
bioswales,
and
channels.
These
are
essential
for
man-
aging
stormwater,
reducing
urban
heat
islands,
promoting
biodiversity
areas.
also
examines
optimized
mixtures
designed
improve
durability
reduce
carbon
emissions
by
incorporating
alternative
like
recycled
aggregates
supplementary
cementitious
materials.
Additionally,
innovative
formwork
construction
practices
analyzed
assess
their
contribution
minimizing
resource
consumption
waste.
By
aligning
design
objectives,
highlights
potential
these
mitigate
impacts,
including
reduced
energy
lower
greenhouse
gas
emissions.
findings
offer
valuable
insights
into
role
future
planning,
emphasizing
its
capacity
support
resilient,
eco-friendly
meeting
growing
demands
urbanization.
research
ultimately
contributes
broader
discourse
on
practices,
of-
fering
practical
guidelines
engineers
planners.
Environment and Planning B Urban Analytics and City Science,
Год журнала:
2025,
Номер
unknown
Опубликована: Март 28, 2025
The
rapidly
intensifying
effects
of
climate
change
on
urban
settlements
demand
that
cities
move
to
the
forefront
resilience
planning.
Climate
extremes,
from
heatwaves
flooding,
are
increasingly
testing
adaptability
limits
systems
and
vulnerability
their
populations.
Recognizing
unique
position
cities,
IPCC’s
seventh
assessment
cycle
has
prioritized
areas
in
its
upcoming
Special
Report
Change
Cities.
IPCC
report
underscores
potential
act
as
agents
adaptation
provides
a
framework
for
build
climate-resilient
systems.
Cities
positioned
pioneer
practical,
integrative
solutions
blend
sciences
with
planning,
establishing
frameworks
align
economic
growth,
health
equity,
environmental
sustainability,
social
justice,
effective
governance.
This
opinion
piece
explores
how
by
positioning
themselves
hubs
innovation,
policy
reform,
community
collaboration,
can
transform
vulnerabilities
into
opportunities
especially
becoming
more-than-human
setting
examples
global
stage.
