Reactive Oxygen Species Drive Aging-associated Microplastic Release in Diverse Infusion Ingredients
Journal of Hazardous Materials,
Год журнала:
2025,
Номер
490, С. 137728 - 137728
Опубликована: Фев. 25, 2025
Язык: Английский
Identifying ESG types of Chinese solid waste disposal companies based on machine learning methods
Journal of Environmental Management,
Год журнала:
2024,
Номер
360, С. 121235 - 121235
Опубликована: Май 25, 2024
Язык: Английский
Spatiotemporal variations of PM2.5 and ozone in urban agglomerations of China and meteorological drivers for ozone using explainable machine learning
Environmental Pollution,
Год журнала:
2024,
Номер
unknown, С. 125380 - 125380
Опубликована: Ноя. 1, 2024
Язык: Английский
Unprecedented impacts of meteorological and photolysis rates on ozone pollution in a coastal megacity of northern China
Atmospheric Pollution Research,
Год журнала:
2025,
Номер
unknown, С. 102461 - 102461
Опубликована: Фев. 1, 2025
Язык: Английский
An interpretable physics-informed deep learning model for estimating multiple air pollutants
GIScience & Remote Sensing,
Год журнала:
2025,
Номер
62(1)
Опубликована: Март 25, 2025
Язык: Английский
Predicting Ozone Concentrations in Ecologically Sensitive Coastal Zones Through Structure Mining and Machine Learning: A Case Study of Chongming Island, China
Atmosphere,
Год журнала:
2025,
Номер
16(4), С. 457 - 457
Опубликована: Апрель 15, 2025
Elevated
O3
concentrations
pose
a
significant
threat
to
human
health
and
ecosystems,
but
little
research
has
been
performed
on
coastal
wetlands
near
large
cities.
This
study
focuses
investigating
the
key
factors
affecting
formation
in
ecologically
sensitive
Dongtan
Wetland
(Chongming
District,
Shanghai,
China)
area.
By
comparing
performance
of
concentration
prediction
multiple
machine
learning
models,
this
found
that
random
forest
model
achieved
highest
accuracy
(R2
=
0.9,
RMSE
11.5).
Feature
importance
structure
mining
showed
peroxyacetyl
nitrate
(PAN),
nitrogen
oxides
(NOx),
temperature,
wind
direction,
relative
humidity
were
main
drivers
formation.
Specifically,
PAN
exceeding
0.1
ppb
temperatures
above
3
°C
have
impact
levels,
especially
spring,
summer,
autumn.
Trajectory
analysis
westward
urban
pollution
emissions
transported
from
ocean
highlights
need
for
targeted
emission
control
strategies,
precursors
generated
by
ships
NOx
industries,
providing
important
insights
improving
air
quality
areas.
Язык: Английский
Association of Ozone and Temperature with Ischemic Heart Disease Mortality Risk: Mediation and Interaction Analyses
Xing Gong,
Fengxia Sun,
Wei Li
и другие.
Environmental Science & Technology,
Год журнала:
2024,
Номер
58(46), С. 20378 - 20388
Опубликована: Ноя. 7, 2024
Global
warming
and
elevated
ozone
(O3)
levels
are
gradually
gaining
widespread
attention,
exposure
to
which
may
cause
many
physiological
changes
associated
with
cardiovascular
events
such
as
hypertension,
cardiomyocyte
apoptosis,
etc.
In
addition,
ischemic
heart
disease
(IHD)
is
the
leading
of
death
worldwide.
However,
contributions
temperature
O3,
independently
or
in
combination,
IHD
mortality
not
well
understood.
This
study
employs
a
two-stage
analytical
protocol
(generalized
additive
model
followed
by
meta-analysis)
explore
respective
associations
O3
mortality,
determine
their
possible
mediation
interaction
effects.
Our
results
suggest
that
increases
10
μg/m3
1
°C
at
lag01
day
increased
risks
0.789%
0.686%,
respectively.
can
mediate
relationship
between
pooled
estimate
0.140%,
while
association
0.162%.
The
multiplicative
effects
were
significantly
mortality.
findings
demonstrate
higher
concentrations
increase
human
risk
through
effects,
providing
scientific
basis
for
synergistic
management
interventions.
Язык: Английский
Exploring Ecological Quality and Its Driving Factors in Diqing Prefecture, China, Based on Annual Remote Sensing Ecological Index and Multi-Source Data
Land,
Год журнала:
2024,
Номер
13(9), С. 1499 - 1499
Опубликована: Сен. 15, 2024
The
interaction
between
the
natural
environmental
and
socioeconomic
factors
is
crucial
for
assessing
dynamics
of
plateau
ecosystems.
Therefore,
remote
sensing
ecological
index
(RSEI)
CatBoost-SHAP
model
were
employed
to
investigate
changes
in
quality
their
driving
Diqing
Tibetan
Autonomous
Prefecture,
China,
from
2001
2021.
results
showed
an
increase
0.44
0.71
2021
average
RSEI
indicating
overall
upward
trend
quality.
Spatial
analysis
shows
percentage
area
covered
by
different
levels
temporal
changes.
revealed
that
“good”
accounted
largest
proportion
study
area,
at
42.77%,
followed
“moderate”
21.93%,
“excellent”
16.62%.
“Fair”
areas
16.11%
“poor”
only
2.57%.
drivers
based
on
framework
also
indicated
climate
have
a
greater
impact
than
factors;
however,
this
effect
differed
significantly
with
altitude.
findings
suggest
that,
addition
strengthening
monitoring,
further
advancements
engineering
are
required
ensure
sustainable
development
ecosystem
continuous
improvement
Prefecture.
Язык: Английский