Sustainability,
Journal Year:
2025,
Volume and Issue:
17(6), P. 2587 - 2587
Published: March 14, 2025
Climate
change
and
urbanization
are
increasingly
threatening
urban
environments
through
pluvial
flooding,
prompting
the
widespread
use
of
coupled
hydrological–hydrodynamic
models.
These
models
provide
accurate
flood
simulations
forecasting
capabilities,
they
can
analyze
benefits
low-impact
development
stormwater
control
measures
in
surface-flooding
processes.
However,
most
studies
have
primarily
focused
on
analyzing
effects
for
specific
events,
lacking
an
analytical
framework
that
accounts
uncertainty.
This
research
proposes
a
evaluating
uncertainty
pluvial-flood
control,
combining
urban-scale
simulation,
modeling,
analysis,
while
constructing
nonlinear
dependencies
between
features
reflecting
surface-flood-control
benefits.
Based
analysis
copula
methods,
this
aims
to
support
sustainable
planning
decision-making
approach
management.
The
results
show
assessment
method
based
generalized
likelihood
is
effective.
By
comparing
posterior
joint
distribution
with
prior
distribution,
different
governance
performance
metrics,
joint,
synergistic,
conditional,
combined
all
exhibit
consistent
trends
as
metrics
change.
current
presents
innovative
simulating
at
scale,
providing
valuable
insights
mitigation
strategies.
Sustainable Cities and Society,
Journal Year:
2024,
Volume and Issue:
101, P. 105182 - 105182
Published: Jan. 7, 2024
Green
infrastructure
(GI)
is
a
fundamental
building
block
of
our
cities.
It
contributes
to
the
sustainability
and
vitality
cities
by
offering
various
benefits
such
as
greening,
cooling,
water,
air
quality,
managing
carbon
emissions.
GI
plays
an
essential
role
in
enhancing
overall
well-being.
The
utilisation
artificial
intelligence
(AI)
technologies
for
optimisation
perceived
powerful
approach
A
knowledge
gap,
nevertheless,
remains
research
on
AI-driven
tackling
climate
change.
This
study
aims
consolidate
comprehension
optimisation,
particularly
methodology
adopts
PRISMA
protocol
perform
systematic
literature
review.
review
results
are
analysed
from
six
aspects—i.e.,
objectives,
objectives
categories,
indicators,
models,
types,
scales.
findings
revealed:
(a)
was
mainly
undertaken
areas
biodiversity
ecosystem
security,
energy
efficiency,
public
health,
heat
islands,
water
management;
(b)
Indicator
categories
were
concentrated
indicators
related
GI,
objective,
other
general/supporting
indicators.
Based
these
findings,
framework
developed
enhance
understanding
process
within
realm
AQUA - Water Infrastructure Ecosystems and Society,
Journal Year:
2024,
Volume and Issue:
73(6), P. 1135 - 1150
Published: May 29, 2024
ABSTRACT
Green-grey
infrastructures'
implementation
has
progressed
significantly
in
cities
around
the
globe
for
sustainable
stormwater
management.
This
review
study
conducted
on
green-grey
optimization
represented
recent
research
trends,
existing
status,
possible
gaps,
and
future
directions
recommendations
needed
further
improvements.
The
findings
show
that
infrastructures
got
significant
attention
recently
(after
2012)
because
of
accessibility
to
computational
resources
development
hydrological-hydraulic
models
algorithms.
Furthermore,
is
mostly
ten
countries
including
China,
USA
Iran
ranked
first
three
places,
respectively,
delivering
their
advantages
other
with
essential
awareness
knowledge.
Most
previous
studies
considered
particular
quantitative
qualitative
objectives
these
were
at
smaller
retrofitting
scales,
therefore,
need
expand
scope
towards
socio-ecological
consideration
larger
areas
or
multi-stage
planning,
designing,
implementation.
Moreover,
recommended
consider
stakeholders’
participation
preliminary
planning
designing
stages
successful
management
approaches.
Lastly,
surrogate-based
approaches
instead
traditional
methods
can
overcome
burden
time
future.
