Sustainability,
Год журнала:
2023,
Номер
15(8), С. 6995 - 6995
Опубликована: Апрель 21, 2023
The
coordinated
development
of
resource–environment–economy
is
the
strategic
choice
to
realize
sustainable
development.
To
explore
historical
pattern
resource–environment–economy,
showing
logic
spatiotemporal
evolution
system
in
China,
this
paper
conducts
a
measurement
study.
Based
on
actual
data
30
provinces
China
from
2005
2019,
constructs
an
evaluation
index
for
and
establishes
coupling
coordination
degree
(CCD)
model
spatial
autocorrelation
analysis
model.
results
show
that
mean
value
coupled
three
systems
(resource–environment–economy)
gradually
increased
stage
near
dissonance
(0.479)
good
(0.853)
2019.
global
Moran’s
I
was
0.349,
indicating
there
certain
aggregation
at
province
level.
Coastal
areas
have
higher
degree,
while
inland
lower
degree.
In
correlation
analysis,
significantly
positively
correlated.
Low–low
clusters
are
found
mainly
Northwest
(e.g.,
Xinjiang,
Qinghai).
Furthermore,
findings
provide
some
targeted
international
recommendations.
Relevant
policies
should
encourage
promote
green
transformation
industrial
structure.
Journal of Innovation & Knowledge,
Год журнала:
2024,
Номер
9(1), С. 100460 - 100460
Опубликована: Янв. 1, 2024
The
introduction
of
digitalization
and
the
promotion
eco-innovation,
move
towards
financial
development,
appearance
alternative
practices
such
as
crowdfunding
well
adoption
freer
economic
systems
represent
plausible
enablers
sustainable
transition
potentially
help
to
increase
nations'
competitiveness.
However,
knowledge
is
scarce
about
their
contribution.
present
study
fills
gap
in
sustainability
literature
by
proposing
a
complexity
theory
lens
dataset
spanning
four
years
from
2015
2018
for
18
countries
which
captures
possible
configurations
chosen
factors
that
allow
achieve
two
outcomes:
transitions
findings
show
three
each
outcome.
High
levels
digitalization,
crowdfunding,
development
are
all
showing
important
contribution
competitiveness
transitions.
eco-innovation
freedom
out
six
solutions,
while
they
negation
(low
levels)
remaining
solutions.
Overall
results
offer
insights
policymakers,
individuals,
businesses
on
how
use
these
understand
complex
interactions
generating
high
Ecological Indicators,
Год журнала:
2023,
Номер
155, С. 111053 - 111053
Опубликована: Окт. 10, 2023
Industrial
structure
transformation
is
important
for
realizing
Chinese
modernization,
and
ecological
civilization
necessary
building
a
beautiful
China.
How
to
use
the
construction
of
realize
industrial
major
issue
economic
development
China
other
developing
countries.
The
difference-in-differences
method
was
used
evaluate
impact
pilot
policy
(ECPP)
on
transformation.
three-stage
mediating
effect
explore
mechanism
channel.
Through
heterogeneity
discussion
spatial
spillover
analysis
method,
effects
ECPP
were
further
understood.
study
reveals
following:
Overall,
has
promoted
structure.
Specifically,
significant
positive
rationalization
but
negative
advancement.
Several
robustness
checks
support
this
finding.
Second,
channels
are
primarily
achieved
through
environmental
investment,
green
finance
infusion,
congestion
alleviation.
Third,
good
central-local
relationships
can
enhance
trend
toward
rationalization,
while
unfavorable
may
pose
hindrances
In
addition,
varies
depending
population
density
pollution.
Lastly,
promoting
rationalization.
results
above
provide
additional
information
about
ECPPs
transformation,
both
negative,
help
strategy
system
be
adjusted
promptly.
Journal of Innovation & Knowledge,
Год журнала:
2023,
Номер
8(2), С. 100294 - 100294
Опубликована: Март 1, 2023
This
work
dissects
the
application
of
big
data
and
artificial
intelligence
(AI)
technology
in
environmental
protection
monitoring.
The
principle
collection
is
analysed
based
on
atmospheric
science
AI
technology.
In
addition,
a
combined
model
air
quality
forecasting
machine
learning
proposed
to
resolve
real
monitoring
challenges
protection,
namely,
improved
complete
ensemble
empirical
mode
decomposition
with
adaptive
noise-whale
optimization
algorithm-extreme
(ICEEMDAN-WOA-ELM).
On
this
basis,
deep
introduced
establish
learning-based
time-space-type-meteorology
(TSTM)
predict
quality.
Finally,
verified
by
experiments.
results
demonstrate
that
ICEEMDAN-WOA-ELM
significantly
outperforms
single
forecasting.
five
evaluation
index
values
are
14.187,
17.235,
0.140,
0.067,
0.946,
which
higher
than
those
other
models.
single-step
accuracy
average
TSTM
heavily
polluted
weather
forecast
almost
reached
full
marks,
maximum
1.00.
performance
also
decreases
growth
step
size
but
remains
above
0.86.
It
can
be
seen
no
longer
meet
requirements
has
advantages
effective
for
protection.
Ecological Indicators,
Год журнала:
2023,
Номер
153, С. 110392 - 110392
Опубликована: Май 26, 2023
For
the
sustainable
development
of
ocean,
examining
coupled
and
coordinated
relationships
marine
economic-ecological-social
system
(MEESS)
is
crucial.
In
this
study,
data
from
11
coastal
regions
China
2006
to
2020
are
utilized
quantify
analyze
MEESS
coupling
coordination
driving
factors
using
entropy
method,
mean
squared
deviation
weighting
coefficient
variation
improved
degree
(CCD),
GM
(1,1)
(grey
model),
generalized
method
moments
(GMM)
models.
The
findings
show
that
(1)
comprehensive
level
in
study
area
indicates
a
steady
upward
trend.
economic
maintains
rise,
ecological
starts
at
high
grows
low
rate,
social
rate.
(2)
higher
areas
with
systems.
(3)
As
2020,
six
were
moderate
stage.
Except
for
Shanghai,
(CCD)
other
shows
fluctuating
(4)
From
2021
2026,
overall
will
enter
intermediate
Shandong
take
lead
good
(5)
terms
drivers,
port
activity,
financial
industry
development,
government
support
significantly
affect
CCD.
demonstrate
applicability
effectiveness
CCD
model
evaluating
interactions
multiple
ocean
subsystems.
This
demonstration
can
help
policymakers
tailor
planning
provide
new
perspective
on
development.
