Integrating sustainability into cybersecurity: insights from machine learning based topic modeling
Discover Sustainability,
Год журнала:
2025,
Номер
6(1)
Опубликована: Янв. 21, 2025
Язык: Английский
Innovations and barriers in sustainable and green finance for advancing sustainable development goals
Frontiers in Environmental Science,
Год журнала:
2025,
Номер
12
Опубликована: Янв. 3, 2025
This
study
employs
a
mixed-methods
approach
to
investigate
the
role
of
sustainable
and
green
finance
in
advancing
UN
development
goals
(SDGs).
We
use
quantitative
bibliometric
methods
with
machine
learning-based
BERTopic
modeling
case
analysis
reveal
trends.
presents
cocitation
SDGs
visualize
interconnectedness
between
goals,
highlighting
central
SDG
13
(climate
action)
key
linkages
related
economic
growth
(SDG
8),
industry
infrastructure
9),
clean
energy
7),
environmental
sustainability
(SDGs
6,
15).
The
findings
indicate
that
innovations
such
as
fintech,
social
impact
bonds,
risk
models
are
crucial
for
facilitating
renewable
investment
mitigating
impacts.
identified
barriers
include
high
transaction
costs
insufficient
institutional
frameworks
developing
countries,
hindering
broader
adoption
tools.
Case
studies
from
South
Africa,
Brazil,
other
nations
have
examined
implementation
bonds
loans.
They
highlight
significant
efforts
by
stakeholders
these
financial
instruments
support
SDGs,
particularly
7,
13,
17
(partnerships).
However,
challenges
nascent
regulatory
environments,
market
barriers,
capacity
constraints
persist,
inhibiting
mainstream
integration.
Key
research
avenues
quantifying
needs,
tailoring
instruments,
derisking
mechanisms
foster
cross-sector
coordination
international
partnerships.
underscores
necessity
innovative
inclusive
mobilize
capital
flows
aligned
priorities
Global
South.
Future
directions
advanced
data
analytics,
adaptation
local
contexts,
technological
integration,
exploration
dimensions
finance.
provides
actionable
insights
policymakers,
institutions,
researchers,
emphasizing
driving
global
sustainability.
Язык: Английский
Plants Inspired Biomimetics Architecture in Modern Buildings: A Review of Form, Function and Energy
Biomimetics,
Год журнала:
2025,
Номер
10(2), С. 124 - 124
Опубликована: Фев. 19, 2025
Biomimicry
architecture
provides
innovative
solutions
to
contemporary
environmental
challenges
by
drawing
inspiration
from
nature's
strategies
enhance
sustainability
and
energy
efficiency
in
the
built
environment.
Plants,
with
their
remarkable
ability
adapt
changes
light,
temperature,
humidity,
serve
as
a
central
model
for
biomimetic
design
due
potential
optimize
use
improve
building
performance.
By
leveraging
these
natural
principles,
can
significantly
reduce
carbon
emissions
create
eco-friendly
structures
that
respond
dynamically
conditions.
This
approach
not
only
addresses
urgent
need
sustainable
development
but
also
fosters
harmony
between
human-made
environments
world.
study
offers
comprehensive
review
of
technologies,
focusing
on
role
improving
Also,
it
examines
range
global
case
studies
have
successfully
implemented
biomimicry,
showcasing
its
versatility
effectiveness
across
diverse
architectural
contexts.
Based
insights,
this
research
proposes
novel
inspired
moonflower
plant,
which
adapts
environment
responding
external
stimuli.
The
proposed
applies
adaptive
solutions,
enabling
buildings
performance
interacting
conditions
such
light
temperature.
analyzing
principles
applications,
contributes
growing
body
knowledge
architecture.
It
highlights
biomimicry
balance
economic
growth,
offering
valuable
insights
architects,
designers,
policymakers
seeking
greener,
more
efficient
environments.
Язык: Английский
Transformative Machine Learning Applications in Human Resource Management: A Systematic Literature Review
Studies in big data,
Год журнала:
2025,
Номер
unknown, С. 183 - 194
Опубликована: Янв. 1, 2025
Язык: Английский
The role of forestry sciences in combating climate change and advancing sustainable development goals
Frontiers in Forests and Global Change,
Год журнала:
2024,
Номер
7
Опубликована: Окт. 1, 2024
Introduction
As
ecological
disasters
loom,
forests
play
a
crucial
role
in
mitigating
climate
change
and
aligning
with
the
United
Nations
Sustainable
Development
Goals
(SDGs).
This
study
aims
to
systematically
examine
contribution
of
forestry
science
research
SDGs
through
multidisciplinary
perspective,
highlighting
its
advancing
global
sustainability
efforts.
Methods
Utilizing
PRISMA
protocol,
we
conducted
comprehensive
analysis
39,841
publications
since
2015,
focusing
on
intersection
sciences
SDGs.
Network
keyword
co-occurrence
analyses
were
performed
identify
thematic
clusters
interdisciplinary
linkages
among
Results
Our
findings
indicate
significant
focus
SDG
15
(Life
Land)
13
(Climate
Action),
emphasizing
sector’s
contributions
biodiversity
conservation,
mitigation,
ecosystem
services.
The
revealed
centered
around
sustainability,
sustainable
energy,
social
development,
demonstrating
diverse
ways
which
supports
Discussion
highlights
nature
identifies
key
areas
while
pointing
potential
gaps.
Future
should
explore
advanced
technologies
such
as
AI-driven
analytics
remote
sensing,
socioeconomic
impacts
forest-based
livelihoods,
innovative
reforestation
techniques.
Strengthening
urban
forestry,
enhancing
cooperation,
improving
governance
are
recommended
ensure
continued
Язык: Английский
Breaking down to build up: how deconstruction and carbon finance foster sustainable, resilient construction in the industry 5.0 era
Construction Innovation,
Год журнала:
2024,
Номер
unknown
Опубликована: Дек. 24, 2024
Purpose
This
study
aims
to
seek
and
identify
key
enablers
influencing
the
integration
of
deconstruction
carbon
finance
improve
sustainable
resilient
construction
in
Industry
5.0
era
then
examines
how
these
relate
one
another
rank,
classify
prioritize
them
appropriately.
Design/methodology/approach
adopts
Integrated
Decision-Making
Trial
Evaluation
Laboratory-Interpretive
Structural
Modeling-Matrice
d’impacts
Croises
Multiplication
Appliquee
a
un
Classment
(DEMATEL-ISM-MICMAC)
methodology.
Findings
The
are
circular
economy
approach
with
closed-loop
material
flow,
prioritizing
recovery
reuse,
structuring
credits
for
affordability.
Research
limitations/implications
industry
can
advance
toward
environmentally
friendly,
building
techniques
help
achieve
larger
objectives
neutrality
environmental
preservation
by
adopting
study’s
guiding
principles.
Practical
implications
implies
switching
rather
than
linear
economic
methods.
It
is
still
unrealistic
zero
emissions,
which
why
important
because
it
allows
companies
trade
encourages
negative
activities
structure
affordably
so
that
businesses
all
sizes
participate.
To
extend
lives
current
materials
reduce
waste,
imperative
maximize
their
reuse
minimize
disposal.
Originality/value
novelty
this
research
lies
introducing
concepts
sector,
particularly
focusing
on
phase,
enhance
sustainability
resilience
practices
era.
Язык: Английский
Revolutionizing photocatalysis: Synthesis of innovative poly(N-tertiary-butylacrylamide)-graft-hydroxypropyl cellulose polymers for thermo-responsive applications via metal-free organic photoredox catalysis
International Journal of Biological Macromolecules,
Год журнала:
2024,
Номер
unknown, С. 138775 - 138775
Опубликована: Дек. 1, 2024
Язык: Английский