Applied Sciences,
Journal Year:
2024,
Volume and Issue:
14(6), P. 2513 - 2513
Published: March 16, 2024
Kazakhstan
is
in
Central
Asia
and
the
ninth-largest
country
world.
Some
socially
vulnerable
segments
of
Kazakh
population
residing
subsidised
social
housing
have
experienced
a
range
problems
due
to
low
quality
construction
its
planning.
Poor
indoor
environmental
conditions
contribute
occupants’
comfort,
health,
general
well-being.
This
study
assessed
residents’
health
life,
focusing
on
their
perceived
air
thermal
comfort
satisfaction.
A
cross-sectional
survey
was
conducted
test
effects
factors
Four
hundred
thirty-one
responses
were
analysed,
SF12v2
questionnaire
used
measure
health-related
life.
Multiple
regression
analysis
showed
that
negatively
predicted
respondents’
physical
(PCS)
mental
(MCS)
health.
In
addition,
age,
smoking,
employment
status
had
significantly
negative
effect
PCS,
while
education
level
predictive
positive
effect.
Thermal
only
MCS,
as
well
alcohol
consumption.
Next,
air-conditioning
control
factor
contrast,
circulation,
humidity,
high
solar
gain,
temperature
imbalance,
duration
residence
consumption
overall
satisfaction
with
temperature.
The
odour
sources
from
tobacco,
furniture
external
predictors
satisfaction,
along
residence,
smoking
status.
Health Science Reports,
Journal Year:
2025,
Volume and Issue:
8(4)
Published: April 1, 2025
ABSTRACT
Background
The
manuscript
investigates
the
significant
detrimental
impact
of
air
pollution,
particularly
smog,
on
mental
health
residents
in
Lahore,
Pakistan.
Research
highlights
various
ways
which
pollutants
contribute
to
issues,
including
increased
risks
depression
and
anxiety,
direct
impacts
cognitive
function.
Aims
This
study
aims
establish
a
link
between
quality
its
psychological
inhabitants
Lahore.
It
seeks
advocate
for
effective
interventions
mitigate
adverse
effects
pollution
health.
Methods
examined
existing
literature
Internet
understand
aimed
provide
foundation
developing
evidence‐based
solutions
within
current
healthcare
landscape.
Results
Searching
“smog,”
“mental
health,”
“air
pollution”
yielded
these
results,
strong
association
increasing
levels
Lahore
residents'
well‐being.
Despite
ongoing
efforts
persistent
smog
burden
need
more
decisive
improve
safeguard
population's
Conclusion
serves
as
preliminary
investigation
into
intricate
relationship
emphasizes
further
research
comprehensively
this
critical
issue
proper
policy
implications
potential
are
required
Transactions on Emerging Telecommunications Technologies,
Journal Year:
2025,
Volume and Issue:
36(5)
Published: April 27, 2025
ABSTRACT
Air
pollution
spikes
pose
significant
health
risks
and
environmental
challenges
that
demand
innovative
solutions
for
effective
analysis
mitigation.
This
paper
introduces
a
groundbreaking
approach
to
revolutionize
air
using
blockchain‐driven
machine
learning
framework.
Leveraging
the
transparency
immutability
of
blockchain
technology,
coupled
with
predictive
power
algorithms,
our
framework
offers
real‐time
monitoring,
accurate
prediction,
proactive
management
spikes.
Our
provides
comprehensive
insights
into
quality
dynamics
by
integrating
data
from
diverse
sources,
including
IoT
sensors.
Furthermore,
decentralized
nature
ensures
integrity
enhances
trust
among
stakeholders,
regulatory
authorities,
industries,
communities.
Through
case
studies
simulations,
we
demonstrated
efficacy
scalability
in
addressing
across
geographical
regions.
The
Machine
techniques
time
series
model
(RNNs,
ARIMA,
Exponential
Smoothing)
were
analyzed
compared
statistical
metrics
(Mean
Absolute
Error
[MAE],
Mean
Squared
[MSE],
R
‐squared
[
2
]).
exponential
Smoothing
performed
well
other
two
models
all
parameters,
while
both
ARIMA
RNNNN
showed
negative
values
certain
pollutants,
particularly
SO
.
For
example,
PM10
scored
82.4%
research
signifies
paradigm
shift
management,
empowering
stakeholders
make
informed
decisions
mitigate
adverse
impacts
on
public
environment.
can
be
integrated
analyze
predict
pollutant
emissions.
solution
will
help
prevent
harmful
exposure
protecting
human
Environments,
Journal Year:
2024,
Volume and Issue:
11(7), P. 157 - 157
Published: July 21, 2024
Industrial
fires
at
facilities
including
waste
management
sites,
warehouses,
factories,
chemical
works,
and
fuel
storage
depots
are
relatively
frequent
occurrences.
Often,
these
occur
adjacent
to
urban
communities
result
in
ground-level
airborne
pollutant
concentrations
that
well
above
guideline
values.
Land,
water,
livestock,
crops
may
also
be
contaminated
by
the
emissions
firefighting
activities.
Moreover,
impacted
tend
have
a
higher
proportion
of
minority
ethnic
populations
as
individuals
with
underlying
health
vulnerabilities
those
lower
socio-economic
status.
Nevertheless,
this
is
an
aspect
air
quality
under-researched,
so
review
aims
highlight
public
hazards
associated
industrial
need
for
effective,
coordinated,
response.
We
range
monitoring
techniques
been
utilised
such
role
dispersion
modelling
predicting
plume
trajectories
estimating
population
exposure.
recommend
establishing
1
h
values
particulate
matter
facilitate
timely
interventions,
we
regulatory
technical
controls
sites
prone
fires,
particularly
sector.
Industrial
fires
at
facilities
including
waste
management
sites,
warehouses,
factories,
chemical
works
and
fuel
storage
depots
are
relatively
frequent
occurrences.
Often,
these
occur
adjacent
to
urban
communities
result
in
ground-level
airborne
pollutant
concentrations
that
well
above
guideline
values.
Land,
water,
livestock
crops
may
also
be
contaminated
by
the
emissions
firefighting
activities.
Moreover,
impacted
tend
have
a
higher
proportion
of
minority
ethnic
populations,
individuals
with
underlying
health
vulnerabilities,
as
those
lower
socio-economic
status.
Nevertheless,
this
is
an
aspect
air
quality
under-researched,
so
review
aims
highlight
public
hazards
associated
industrial
need
for
effective,
coordinated,
response.
We
range
monitoring
techniques
been
utilised
such
role
dispersion
modelling
predicting
plume
trajectories
estimating
population
exposure.
recommend
establishing
1-h
values
particulate
matter
facilitate
timely
interventions
we
regulatory
technical
controls
sites
prone
fires,
particularly
sector.
PLoS ONE,
Journal Year:
2024,
Volume and Issue:
19(5), P. e0304079 - e0304079
Published: May 24, 2024
To
explore
the
relationship
between
air
pollution
and
total
factor
productivity
new
pathways,
This
paper
examines
impact
of
on
A-share
listed
companies
in
Shanghai
Shenzhen
2015
2019.
It
investigates
this
by
considering
two
pathways:
investor
sentiment
government
attention.
The
findings
indicate
that
suppresses
firms.
However,
stimulates
sentiment,
which
turn
increases
R&D
investment
productivity,
reducing
to
some
extent
dampening
effect
productivity.
There
exists
a
notable
positive
correlation
quality
attention,
acting
as
mediating
variable.
implies
has
potential
capture
attention
governmental
entities,
leading
implementation
appropriate
measures
aimed
at
managing
mitigating
occurrence
caused
industrial
enterprises.And
relevant
governments
should
formulate
series
policies
meet
different
needs
enterprises.
These
approaches
have
varying
impacts
depending
type
enterprises,
thus
develop
laws
cater
various
demands
types
Air,
Journal Year:
2024,
Volume and Issue:
2(3), P. 258 - 291
Published: Aug. 12, 2024
Air
pollution’s
effects
on
physical
health,
especially
cardiovascular
and
respiratory,
are
well
known.
Exposure
to
air
pollution
may
damage
every
organ
cell
in
the
human
body.
New
evidence
is
emerging
showing
that
adversely
affects
mental
health.
Current
research
suggests
high
levels
have
long-term
health
effects,
such
as
reduced
capacity
increased
cognitive
decline,
leading
stress,
anxiety,
depression.
Objectives:
This
scoping
review
aims
provide
a
comprehensive
overview
of
methods
used
epidemiological
literature
ascertain
existence
links
between
outdoor
particulate
matter
(PM)
multiple
adverse
(MH)
(depression,
and/or
stress).
A
better
understanding
practical
methodologies
could
lead
improved
quality
(AQ)
management
enhanced
well-being
strategies.
Methods:
paper
undertakes
review.
PubMed
EMBASE
databases
from
2010
2024
were
searched
for
English-language
cohort
observational
studies
stating
analyzing
link
(ultrafine
(UFT)
(<0.1
μm),
fine
(<2.5
course
(<10
μm))
outcomes
stress)
adults
(>18
years),
excluding
vulnerable
populations
(i.e.,
elderly,
children,
pregnant
women).
The
study
focuses
urban,
suburban
areas,
rural
areas.
Results:
From
an
initial
search
3889
records,
29
met
inclusion
criteria
included
These
spanned
various
countries
employed
robust
quantitative
assess
AQ
MH.
All
investigated
impact
PM
with
some
(n
=
19/65.52%)
also
examining
nitrogen
oxides
(NOx),
dioxide
(NO2),
sulfur
(SO2),
ozone
(O3),
carbon
monoxide
(CO).
Depression
was
most
frequently
studied
outcome
10/34.48%),
followed
by
anxiety
depression
6/20.69%),
depression,
stress
4/13.79%,
each).
Depression,
together
examined
single
1/3.45%).
Standardized
questionnaires
involving
psychological
scales
Patient
Health
Questionnaire
(PHQ)
7/24.14%)
Center
Epidemiological
Studies-Depression
(CES-D)
3/10.34%)
Generalized
Anxiety
Disorder
(GAD)
2/6.90%)
commonly
MH
tools.
27
out
found
significant
negative
demonstrating
solid
consensus
literature.
Two
did
not
find
correlation.
results
consistently
indicated
higher
associated
symptoms
stress.
Conclusion:
Of
identified
studies,
suitable
per
criteria.
show
preferred
assessing
relevant
providing
detailed
account
each
method’s
strengths
limitations
studies.
conducted
assist
future
relieve
decision-making
process
researchers
aiming
correlation
While
strict
thus
resulted
few
gap
concerning
general
adult
population,
focused
populations.
Further
exploration
relationship
needed,
reporting
these
limited.
BJPsych Open,
Journal Year:
2024,
Volume and Issue:
10(5)
Published: Sept. 1, 2024
Background
Poor
air
quality
can
both
trigger
and
aggravate
lung
heart
conditions,
as
well
affecting
child
development.
It
even
lead
to
neurological
mental
health
problems.
However,
the
precise
mechanisms
by
which
pollution
affect
human
are
not
understood.
Aims
To
promote
interdisciplinary
dialogue
better
research
based
on
a
critical
summary
of
evidence
health,
with
an
emphasis
do
so
special
focus
bioaerosols
common
but
neglected
constituent.
Method
A
rapid
narrative
review
expert
consultation,
is
recommended
for
complex
rapidly
changing
field
research.
Results
The
methods
used
assess
exposures
outcomes
vary
across
different
fields
study,
resulting
in
disconnect
bioaerosol
We
make
recommendations
enhance
base
standardising
measures
exposure
particulate
matter
general
specifically.
present
assessing
ideal
designs.
There
less
bioaerosols,
we
provide
specific
ways
measuring
these.
suggest
designs
investigating
causal
important
intermediate
steps
before
undertaking
larger-scale
definitive
studies.
Conclusions
propose
outcome
measurement,
optimal
inform
development
standards
reporting
future
policy.