IOP Conference Series Earth and Environmental Science,
Journal Year:
2023,
Volume and Issue:
1254(1), P. 012112 - 012112
Published: Oct. 1, 2023
Abstract
The
general
aim
of
this
research
is
to
analyze
spatial-temporal
changes
air
quality,
which
are
the
consequences
military
invasion
Russian
on
territory
Ukraine
based
open
remote
sensing
data,
geoinformation
and
cloud
technologies.
density
NO
2
,
SO
CO
HCHO
as
well
O
3
absorbing
aerosol
index
(AAI)
extracted
from
Sentinel-5P
satellite
using
Google
Earth
Engine
(GEE)
showed
reduced
emission
primary
pollutants
a
high
level
atmospheric
restoration
compared
2021,
year
before
war.
At
same
time
values
AAI
increased
significantly,
indicating
presence
smoke
dust
in
air.
Obtained
results
one
more
aspect
drastic
effect
war
economic
social
processes
environmental
conditions.
ecological
can
have
long-term
negative
impact
health
populations.
Journal of Occupational Medicine and Toxicology,
Journal Year:
2024,
Volume and Issue:
19(1)
Published: Jan. 5, 2024
Abstract
Background
Russia’s
invasion
of
Ukraine
in
February
2022
ignited
the
largest
armed
conflict
Europe
since
World
War
II.
Ukrainian
government
agencies,
civil
society
organizations,
and
international
agencies
have
gathered
an
unprecedented
amount
data
about
impact
war
on
environment,
which
is
often
silent
victim
war.
We
review
these
highlight
limitations
governance
for
protection
environment
during
time
Methods
performed
integrative
academic,
institutional,
media
information
resources
using
search
terms
“Ukraine”,
“Russia”,
“war”,
“environment”,
“health”,
“human
rights”,
“international
humanitarian
law”,
human
rights
“ecocide”,
“war
crimes”.
Main
text
Nearly
500,000
military
personnel
been
killed
or
wounded
war,
more
than
30,000
civilians
injured.
Indirect
health
effects
likely
accounted
even
greater
civilian
morbidity
mortality.
The
has
displaced
11
million
people.
forces
caused
extensive
damage
to
infrastructure.
devastated
Ukraine’s
economy
reduced
food
energy
security
many
countries.
$56.4
billion
environment.
There
widespread
chemical
contamination
air,
water,
soil,
30%
contaminated
with
landmines
unexploded
ordnance.
Landscape
destruction,
shelling,
wildfires,
deforestation,
pollution
adversely
affected
protected
areas.
seizure
Zaporizhzhia
Nuclear
Power
Plant
destruction
Nova
Kakhovka
Dam
posed
risks
long-term
environmental
catastrophe.
Most
impacts
threaten
health.
Conclusion
In
addition
enormous
costs,
had
devastating
natural
built
International
law
mandates
that
methods
warfare
must
be
implemented
due
regard
preservation
A
just
lasting
peace
necessitates,
among
other
requirements,
rebuilding
restoration
consequences
all
wars
need
investigated
effective
measures
protect
International Journal of Environmental Studies,
Journal Year:
2024,
Volume and Issue:
81(1), P. 455 - 462
Published: Jan. 2, 2024
The
network
of
nature
reserves
that
has
been
a
centrepiece
Ukraine's
environmental
policy
devastated
by
Russian
aggression.
Violation
their
integrity
threatens
endemic
species
and
irreplaceable
ecosystems;
indeed,
entire
ecosystems
have
lost;
extensive
fires,
illegal
logging,
mechanical
damage
chemical
contamination
the
soil
cover
are
responsible
for
critical
reduction
in
forest
cover,
degradation
water
conservation
recreational
functions
reserve
fund.
Measures
proposed
to
make
best
bad
situation
at
local
level,
as
well
ways
prevent
bigger
ecological
catastrophe.
Annals of Civil and Environmental Engineering,
Journal Year:
2025,
Volume and Issue:
9(1), P. 001 - 011
Published: Jan. 16, 2025
This
study
investigates
the
impact
of
socio-political
disruptions
on
air
quality
in
Khartoum,
Sudan,
focusing
key
pollutants:
Aerosol
Optical
Depth
(AOD),
Carbon
Monoxide
(CO),
Nitrogen
Dioxide
(NO₂),
and
Sulfur
(SO₂).
Using
Sentinel-5P
satellite
data
(2020–2024)
processed
Google
Earth
Engine
(GEE),
spatial
temporal
variations
pollutant
levels
were
analyzed
before
after
a
significant
war
event
April
2023.
The
methodology
included
acquisition,
preprocessing
(e.g.,
cloud
masking,
filtering),
monthly
averages
computation,
visualization,
statistical
analysis
using
ArcGIS
Pro,
Microsoft
Excel.
Results
showed
marked
post-war
increase
AOD
levels,
attributed
to
infrastructure
destruction,
fires,
diminished
industrial
oversight,
alongside
spatially
consistent
pollution
patterns
some
regions.
CO
concentrations
exhibited
an
overall
decline
due
reduced
activities
transportation,
though
localized
anomalies
linked
concentrated
emissions.
Similarly,
NO₂
dropped
significantly,
reflecting
vehicular
activities,
while
sporadic
increases
suggested
emissions
like
generator
use.
SO₂
demonstrated
mixed
trends,
with
mean
but
increased
variability,
indicating
high-emission
events
emergency
fuel
use
or
conflict-related
disruptions.
uniquely
combines
high-resolution
advanced
techniques
reveal
nuanced
multi-pollutant
conflicts
providing
novel
insights
into
environmental
repercussions
armed
conflicts.
These
findings
highlight
profound
atmospheric
dynamics,
underscoring
need
for
robust
urban
planning,
targeted
monitoring,
policies
mitigate
deterioration
address
public
health
concerns
conflict-prone
emphasizes
importance
satellite-based
monitoring
provide
critical
upheavals.
Frontiers in Environmental Science,
Journal Year:
2025,
Volume and Issue:
13
Published: Feb. 6, 2025
This
paper
reviews
the
militaristic
consequences
on
Mother
Earth
and
in
particular
ecocide
or
mass
degradation
of
biological
forms
regards
to
war.
Wars
are
recorded
from
ancient
Egyptian
dynasty
modern
era,
all
left
concerning
effects
mother
nature
such
as
deforestation,
loss
biodiversity,
soil
erosion,
water,
air
pollution.
Some
conflicts
that
especially
noted
Vietnam
War,
Gulf
contemporary
wars
Ukraine
which
considered
examples
today’s
context.
To
provide
a
clearer
understanding
our
methodology,
we
employed
comprehensive
literature
review
approach.
involved
systematically
analyzing
existing
studies
document
environmental
impacts
warfare
across
various
historical
conflicts.
We
categorized
findings
based
specific
consequences,
biodiversity
loss,
Additionally,
incorporated
case
significant
illustrate
patterns
ecocide.
The
looks
at
how
hazard
is
performed
through
direct
destructive
activities
like
bombings
migration
populations
their
needs
socio-economic
pursuits.
Legal
instruments
those
international
level
law
developing
crime
also
examined
for
problem
ecological
injustice.
Finally,
rehabilitation
reconstruction
measures
including
community-based
efforts
reforestation
restoration
ecosystems.
finally
ends
by
advocating
threats
calling
cooperation
treaties
no
post-war
countries.
Atmospheric Pollution Research,
Journal Year:
2023,
Volume and Issue:
14(11), P. 101912 - 101912
Published: Aug. 28, 2023
A
full-scale
Russian
invasion
of
Ukraine
caused
large
devastation,
including
significant
pressure
on
the
environment.
Numerous
missile
strikes
industrial
facilities,
wildfires
near
front-line,
use
military
equipment,
and
other
accidents
various
processes
resulting
from
war
have
impacted
air
quality.
In
this
paper,
we
aim
to
assess
changes
in
pollution
following
a
year-long
period
based
nitrogen
dioxide
(NO2)
carbon
monoxide
(CO)
content
derived
TROPOspheric
Monitoring
Instrument
(TROPOMI)
data.
The
general
quality
were
often
uncertain
for
much
territory
due
meteorological
influence
favorable
conditions
accumulation
or
dispersion.
most
crucial
observed
during
first
months
war,
showing
decrease
NO2
levels
major
cities,
increase
close
borders,
eastern
northeastern
Ukraine,
elevated
CO
over
front-line.
impact
cities
varied
depending
their
distance
availability
critical
infrastructure,
"occupied
–
non-occupied"
status.
essential
role
remote
sensing
is
discussed
as
assessing
long
well
detecting
short-term
releases
pollutants,
which
can
be
important
identifying
accidental
events.
Heliyon,
Journal Year:
2024,
Volume and Issue:
10(7), P. e28152 - e28152
Published: March 21, 2024
The
concentration
of
gases
in
the
atmosphere
is
a
topic
growing
concern
due
to
its
effects
on
health,
ecosystems
etc.
Its
monitoring
commonly
carried
out
through
ground
stations
which
offer
high
precision
and
temporal
resolution.
However,
countries
with
few
stations,
such
as
Ecuador,
these
data
fail
adequately
describe
spatial
variability
pollutant
concentrations.
Remote
sensing
have
great
potential
solve
this
complication.
This
study
evaluates
spatiotemporal
distribution
nitrogen
dioxide
(NO2)
ozone
(O3)
concentrations
Quito
Cuenca,
using
obtained
from
ground-based
Sentinel-5
Precursor
mission
sources
during
years
2019
2020.
Moreover,
Linear
Regression
Model
(LRM)
was
employed
analyze
correlation
between
satellite
datasets,
revealing
positive
associations
for
O3
(R2
=
0.83,
RMSE
0.18)
NO2
0.25)
Quito;
0.74,
0.23)
NO2,
0.73,
Cuenca.
agreement
datasets
analyzed
by
employing
intra-class
coefficient
(ICC),
reflecting
good
them
(ICC
≥0.57);
Bland
Altman
coefficients,
showed
low
bias
that
more
than
95%
differences
are
within
limits
agreement.
Furthermore,
investigated
impact
COVID-19
pandemic-related
restrictions,
social
distancing
isolation,
atmospheric
conditions.
categorized
into
three
periods
2020:
before
(from
January
1st
March
15th),
16th
May
17th),
after
18th
December
31st).
A
51%
decrease
recorded
while
experienced
14.7%
decrease.
tropospheric
column
decreased
27.3%
Cuenca
15.1%
Quito.
an
increasing
trend,
rising
0.42%
0.11%
respectively,
14.4%.
increase
10.5%.
Finally,
reduction
chemical
species
consequence
mobility
restrictions
highlighted.
compared
station
Despite
differing
units
preventing
validation,
it
verified
Sentinel-5P
satellite's
effectiveness
anomaly
detection.
Our
research's
value
lies
applicability
developing
countries,
may
lack
extensive
networks,
demonstrating
use
technology
urban
planning.
IEEE Transactions on Geoscience and Remote Sensing,
Journal Year:
2023,
Volume and Issue:
61, P. 1 - 10
Published: Jan. 1, 2023
Recent
studies
have
demonstrated
that
the
Ukraine-Russia
war
has
incurred
evident
changes
to
anthropogenic
activities
in
Kiev
metropolis.
Hence,
this
work
employs
Sentinel
5P
imagery
and
a
novel
artificial
intelligence
model
for
predicting
air
pollution
Kiev.
A
well-known
machine
learning
model,
namely
multi-layer
perceptron
neural
network
(MLPNN)
is
coupled
with
electromagnetic
field
optimization
(EFO)
algorithm
predict
daily
concentration
of
particulate
matter
2.5
(PM
2.5
).
Initially,
dataset
prepared
by
collecting
eleven
meteorological,
atmospheric,
temporal
factors
from
remote
sensing
ground
measurements.
Then,
principal
component
analysis
(PCA)
used
determine
most
contributive
create
reduced
dataset.
Four
scenarios
are
defined
considering
reduced/original
dataset,
along
with,
current
day/one-day-ahead
PM
.
sensitivity
revealed
accurate
results
were
achieved
one-day-ahead
using
After
adjusting
EFO-MLPNN
hybrid
its
performance
compared
classical
MLPNN
adaptive
neuro-fuzzy
inference
system
(ANFIS).
According
results,
root
mean
square
error
(RMSE)
6.68
μg
m
-3
Pearson
correlation
coefficient
(R
xmlns:xlink="http://www.w3.org/1999/xlink">p
)
0.82
outperformed
both
ANFIS
outcomes.
These
findings
infer
optimizing
EFO,
it’s
prediction
accuracy
can
be
improved.
The
proposed
therefore
recommended
more
practical
quality
estimation
decision-making
studied
site.
Lastly,
monolithic
neural-based
formula
extracted
explicit
Remote Sensing,
Journal Year:
2023,
Volume and Issue:
15(6), P. 1565 - 1565
Published: March 13, 2023
The
analysis
of
changes
in
the
level
air
pollution
concentration
allows
for
control
quality
and
its
compliance
with
normative
requirements.
Currently,
every
country
Europe
implements
monitoring.
However,
during
emergencies
areas
that
are
often
difficult
to
monitor,
only
source
information
is
geospatial
data
obtained
by
means
Earth
observation
techniques.
aims
this
study
were
estimate
amounts
pollutant
concentrations
develop
a
pattern
spatiotemporal
Central
Eastern
Poland
Ukraine.
Due
ongoing
military
operations
Ukraine,
it
an
area
access.
Pollution
from
industrial
facilities,
fires,
collapsed
buildings,
use
explosive
weapons
poses
threat
quality.
Additionally,
impact
war
on
levels
remains
unclear.
This
work
characterized
distribution
sulfur
dioxide,
nitrogen
dioxide
carbon
monoxide
2018–2022
local
zones
both
countries.
Publicly
available
TROPOMI-S5
satellite
used
study,
which
compared
measurements
ground
stations
Poland.
It
has
been
estimated
NO2
(+0.67
±
0.47
µmol/m2)
increased
SO2
CO
have
decreased
studied
areas:
(−161.67
5.48
µmol/m2,
−470.85
82.81
Ukraine
(−32.56
23.51
−438.04
80.76
µmol/m2).
−0.28
0.21
µmol/m2.