GeoHealth,
Journal Year:
2024,
Volume and Issue:
8(11)
Published: Nov. 1, 2024
Abstract
Identifying
sources
of
air
pollution
exposure
is
crucial
for
addressing
their
health
impacts
and
associated
inequities.
Researchers
have
developed
modeling
approaches
to
resolve
source‐specific
application
in
assessments,
epidemiology,
risk
environmental
justice.
We
explore
six
assessment
approaches:
Photochemical
Grid
Models
(PGMs),
Data‐Driven
Statistical
Models,
Dispersion
Reduced
Complexity
chemical
transport
(RCMs),
Receptor
Proximity
Exposure
Estimation
Models.
These
models
been
applied
estimate
from
such
as
on‐road
vehicles,
power
plants,
industrial
sources,
wildfires.
categorize
these
based
on
assessing
emissions
atmospheric
processes
(e.g.,
statistical
or
first
principles),
units
(direct
physical
measures
indirect
measures/scaled
indices),
temporal
spatial
scales.
While
most
the
studies
we
discuss
are
United
States,
methodologies
applicable
other
countries
regions.
recommend
identifying
key
that
determine
a
given
source
using
model
sufficiently
accounts
processes.
For
instance,
PGMs
use
principles
parameterizations
provide
variability
concentration
units,
although
within
attribution
introduce
uncertainties
relative
base
difficult
evaluate.
Evaluation
important
but
difficult—since
observe,
direct
evaluation
methods
involve
comparisons
with
alternative
models.
Science,
Journal Year:
2024,
Volume and Issue:
385(6707), P. 386 - 390
Published: July 25, 2024
The
most
up-to-date
estimate
of
the
global
burden
disease
indicates
that
ambient
air
pollution,
including
fine
particulate
matter
and
ozone,
contributes
to
an
estimated
5.2
million
deaths
each
year.
In
this
review,
we
highlight
challenges
in
estimating
population
exposure
pollution
attributable
health
risks,
particularly
low-
middle-income
countries
among
vulnerable
populations.
To
protect
public
health,
evidence
so
far
confirms
urgent
needs
prioritize
interdisciplinary
research
on
risk
assessment
develop
evidence-based
intervention
policies
communication
strategies.
Here,
synthesize
emerging
supporting
monitoring
evaluation
progress
implementation
Global
Air
Quality
Guidelines
prepared
by
World
Health
Organization.
Environmental Science & Technology,
Journal Year:
2024,
Volume and Issue:
58(18), P. 7814 - 7825
Published: April 26, 2024
This
study
was
set
in
the
Greater
Toronto
and
Hamilton
Area
(GTHA),
where
commercial
vehicle
movements
were
assigned
across
road
network.
Implications
for
greenhouse
gas
(GHG)
emissions,
air
quality,
health
examined
through
an
environmental
justice
lens.
Electrification
of
light-,
medium-,
heavy-duty
trucks
assessed
to
identify
scenarios
associated
with
highest
benefits
most
disadvantaged
communities.
Using
spatially
temporally
resolved
a
chemical
transport
model,
changes
pollutant
concentrations
under
electric
truck
estimated
at
1-km2
resolution.
Heavy-duty
electrification
reduces
ambient
black
carbon
nitrogen
dioxide
on
average
by
10
14%,
respectively,
GHG
emissions
10.5%.
It
achieves
reduction
premature
mortality
attributable
fine
particulate
matter
chronic
exposure
(around
200
cases
per
year)
compared
light-
medium-duty
(less
than
150
each).
The
burden
all
traffic
GTHA
be
around
600
year.
accrue
primarily
neighborhoods
high
social
disadvantage,
measured
Ontario
Marginalization
Indices,
narrowing
disparity
traffic-related
pollution.
Benefits
related
reflect
adverse
impacts
diesel-fueled
freight
highlight
co-benefits
achieved
electrifying
this
sector.
Scientific Reports,
Journal Year:
2025,
Volume and Issue:
15(1)
Published: Jan. 2, 2025
In
the
United
States
(US),
neonatal
intensive
care
units
(NICUs)
monitor
and
treat
newborns
for
a
variety
of
adverse
health
concerns
including
preterm
status,
respiratory
distress
restricted
growth.
As
such,
NICU
admission
is
an
integrated
measure
risk.
We
linked
2018
US
national
birth
registry
data
among
singleton
births
with
satellite
modelled
air
pollution
levels
month
prior
to
examine
whether
late-pregnancy
exposure
ambient
pollutants
associated
outcomes.
Regardless
season,
higher
nitrogen
dioxide
(NO2)
fine
particulate
matter
<
2.5
microns
(PM2.5)
increased
likelihood
30–35%
NO2
11–22%
PM2.5
even
after
adjustment
parental
characteristics.
Results
ozone
were
inconsistent
largely
null
or
reduced
risk
except
summer
months.
Despite
relatively
low-moderate
levels,
traffic-related
near
end
pregnancy
appear
increase
overall
risks
newborns,
underscoring
need
reduce
prenatal
pollutants.
ACS ES&T Air,
Journal Year:
2025,
Volume and Issue:
2(2), P. 187 - 200
Published: Jan. 22, 2025
Nitrogen
dioxide
(NO2)
pollution
is
associated
with
adverse
health
effects,
but
its
spatial
variability
between
ground
monitors
poorly
characterized.
NO2
column
observations
from
the
Tropospheric
Monitoring
Instrument
(TROPOMI)
have
unprecedented
resolution
and
high
accuracy
over
globe.
Land-use
regression
(LUR)
models
predict
surface-level
relevance
for
epidemiological
environmental
justice
studies.
We
use
TROPOMI
columns
in
a
land
model
to
improve
surface
concentration
estimates
United
States.
The
LUR
predictions
improved
correlation
(Adj.
R2
=
0.72)
bias
(Mean
Bias,
MB
14.2%)
compared
an
existing
using
less
granular
data
legacy
satellite
instrument
0.54
49%;
North
America).
Removing
decreased
by
29.1%,
8.1
times
impact
of
removing
road
system
information.
These
findings
reveal
that
novel
Earth
observing
satellites
can
enhance
surveillance
capturing
variation
without
relying
heavily
on
other
sources.
Proceedings of the National Academy of Sciences,
Journal Year:
2025,
Volume and Issue:
122(17)
Published: April 21, 2025
Air
quality
is
associated
with
adverse
health
outcomes
and
mortality
risk.
While
most
research
has
focused
on
the
association
between
air
estimates
these
outcomes,
little
known
about
presence
of
monitoring
sites
across
United
States
or
place-level
characteristics
such
placements.
We
classify
counties
without
a
station
as
deserts.
Using
Environmental
Protection
Agency’s
AirData
active
directory,
we
determine
number
location
then
study
whether
demographic
socioeconomic
are
likelihood
county
being
desert.
Our
results
indicate
that
1,848
58.8%
US
an
desert,
covering
40%
nation’s
land
area.
suggest
more
than
50
million
people
15.3%
population
live
in
Rural
higher
proportions
historically
minoritized
groups
have
odds
Regionally
speaking,
deserts
highly
concentrated
within
Midwest
South.
These
findings
highlight
gaps
States.
Identifying
addressing
will
allow
us
to
better
understand
nation
expand
current
knowledge
its
impact
national
well-being.
Environmental Epidemiology,
Journal Year:
2025,
Volume and Issue:
9(3), P. e386 - e386
Published: April 24, 2025
Introduction:
Fine
particulate
matter
(PM
2.5
)
air
pollution
is
a
leading
environmental
cause
of
morbidity,
premature
mortality,
and
loss
human
capital.
Western
Pennsylvania
experiences
elevated
PM
concentrations
due
to
industrial
automotive
emissions
unique
geography.
Objective:
To
assess
the
relationship
between
annual
mean
concentration
social
deprivation
at
census
block
group
level
in
eight
counties
Pittsburgh
Metropolitan
Statistical
Area
(Allegheny,
Armstrong,
Beaver,
Butler,
Fayette,
Lawrence,
Washington,
Westmoreland).
Methodology:
2016
Aerosol
Optical
Depth
modeled
data
were
obtained
1
×
km
resolution
from
National
Aeronautics
Space
Administration
Socio-Economic
Data
Applications
Center
spatially
joined
2,008
groups
that
comprise
Area.
Using
University
Wisconsin
Deprivation
Index,
stratified
into
deciles
ranging
(least
deprived)
10
(most
deprived).
A
pairwise
comparison
was
conducted
examine
estimates
within
across
deciles.
Results:
The
average
ambient
for
8.54
±
0.46
µg/m
3
,
with
block-group
5.59
15.90
.
We
identified
statistically
significant,
positive
association
deprivation:
1,
representing
least
deprived
neighborhoods,
had
lowest
8.70
µg/m³.
In
contrast,
10,
most
areas,
highest
9.58
µg/m³
only
significantly
higher
than
all
other
exposure
remained
even
after
applying
false
discovery
rate
correction.
Conclusion.
Pennsylvania,
associated
deprivation.
Our
results
indicate
area
urban
US
Census
strongest
areas
high
levels
Future
policy
interventions
should
prioritize
addressing
needs
minority
communities
are
disproportionately
exposed
pollution.
Cancer Research Communications,
Journal Year:
2025,
Volume and Issue:
5(4), P. 694 - 705
Published: April 1, 2025
Abstract
Neighborhood
quality
affects
both
socioeconomic
factors
and
exposure
to
carcinogenic
environmental
pollutants,
but
the
impacts
of
these
on
racial
disparities
in
colorectal
cancer
mortality
are
not
well
described.
We
used
Centers
for
Disease
Control
Prevention
Environmental
Justice
Index
social
vulnerability
module,
burden
module
(EBM),
combined
social–environmental
score
(SER)
assess
relationships
with
by
race
age
Metropolitan
Detroit
Cancer
Surveillance
System.
Among
13,505
patients
[9,727
non-Hispanic
White
(NHW)
3,778
Black
(NHB)],
EBM
quartile
4
versus
1
was
more
strongly
associated
among
NHB
early-onset
(EO)
cases
than
NHW
EO
[NHB:
HR
=
1.98,
95%
confidence
interval
(CI),
1.20–3.26;
NHW:
1.40,
CI,
0.88–2.25].
SER
(NHB:
1.76,
0.93–3.31;
1.53,
0.79–2.96)
compared
later-onset
1.15,
0.87–1.52;
1.39,
1.17–1.65)
regardless
race.
These
associations
were
strongest
colon
tumors
rectal
(EO
EBM:
2.08,
1.24–3.48
vs.
rectum
1.03,
0.64–1.66;
SER:
2.57,
1.38–4.79
0.84,
0.48–1.45).
results
suggest
combination
socio-environmental
burdens
contributes
metropolitan
Detroit.
Significance:
Understanding
role
justice
survivorship
could
influence
policy
decisions,
aiding
intervention
practices.