Heliyon,
Journal Year:
2024,
Volume and Issue:
10(18), P. e36712 - e36712
Published: Aug. 23, 2024
The
adoption
of
sustainable
energy
has
increased
as
a
substitute
for
petroleum
derivatives
due
to
growing
concerns
about
environmental
degradation
caused
by
pollution
and
non-renewable
sources.
This
study
aims
investigate
the
impact
energy,
green
finance,
fossil
fuels
on
ecology
China.
Instead
using
traditional
intermediaries
like
CO2
EF,
we
employed
ecosystem
habitat
index
evaluate
conservation
terrestrial
ecosystems.
measures
extent
destruction,
deterioration,
fragmentation.
research
demonstrated
that
implementing
ecological
power
finance
in
China
enhanced
country's
ability
safeguard
enhance
its
short
long
term.
Furthermore,
findings
suggest
sources
heightened
risk
biodiversity
ecosystem.
analysis
indicates
prioritizing
funding
renewable
is
crucial
policymakers,
legislators,
investors
diversity.
PLoS ONE,
Journal Year:
2025,
Volume and Issue:
20(2), P. e0317914 - e0317914
Published: Feb. 6, 2025
Regarding
the
transportation
of
people,
commodities,
and
other
items,
aeroplanes
are
an
essential
need
for
society.
Despite
generally
low
danger
associated
with
various
modes
transportation,
some
accidents
may
occur.
The
creation
a
machine
learning
model
employing
data
from
autonomous-reliant
surveillance
transmissions
is
detection
prediction
commercial
aircraft
accidents.
This
research
included
development
abnormal
categorisation
models,
assessment
recognition
quality,
anomalies.
methodology
consisted
following
steps:
formulation
problem,
selection
labelling,
construction
prediction,
installation,
testing.
tagging
technique
was
based
on
requirements
set
by
Global
Aviation
Organisation
business
jet-engine
aircraft,
which
expert
pilots
then
validated.
93%
precision
demonstrated
excellent
match
most
effective
model,
linear
dipole
Furthermore,
"good
fit"
verified
its
achieved
area-under-the-curve
ratios
0.97
identification
0.96
daily
detection.
Energies,
Journal Year:
2025,
Volume and Issue:
18(7), P. 1599 - 1599
Published: March 23, 2025
Environmental
sustainability
remains
a
critical
challenge
in
the
face
of
global
economic
development.
This
study
explored
complex
interactions
among
renewable
energy
consumption,
urbanization,
trade
openness,
and
development,
focusing
on
their
effects
environmental
quality
34
high-income
European
Asian
economies
from
1970
to
2022.
Using
linear
Bayesian
regression
Vector
Error
Correction
Model
(VECM),
analysis
examined
short-
long-term
impacts
uncover
nuanced
relationships.
Results
demonstrated
that
development
contributed
degradation
over
long
term
while
mitigating
it
short
term.
Renewable
consumption
supported
growth
but
showed
limited
efficacy
reducing
ecological
footprints
across
different
time
frames.
Urbanization
openness
emerged
as
significant
drivers
degradation,
emphasizing
need
for
targeted
policy
interventions.
link
progress
sustainability,
identified
key
areas
improvement
urban
planning,
energy,
policies.
The
findings
provide
framework
policymakers
balance
with
preservation.
