Knowledge-Based Systems,
Год журнала:
2023,
Номер
283, С. 111198 - 111198
Опубликована: Ноя. 22, 2023
Each
year,
wildfires
destroy
larger
areas
of
Spain,
threatening
numerous
ecosystems.
Humans
cause
90%
them
(negligence
or
provoked)
and
the
behaviour
individuals
is
unpredictable.
However,
atmospheric
environmental
variables
affect
spread
wildfires,
they
can
be
analysed
by
using
deep
learning.
In
order
to
mitigate
damage
these
events,
we
proposed
novel
Wildfire
Assessment
Model
(WAM).
Our
aim
anticipate
economic
ecological
impact
a
wildfire,
assisting
managers
in
resource
allocation
decision-making
for
dangerous
regions
Castilla
y
León
Andalucía.
The
WAM
uses
residual-style
convolutional
network
architecture
perform
regression
over
greenness
index,
computing
necessary
resources,
control
extinction
time,
expected
burnt
surface
area.
It
first
pre-trained
with
self-supervision
100,000
examples
unlabelled
data
masked
patch
prediction
objective
fine-tuned
very
small
dataset,
composed
445
samples.
pretraining
allows
model
understand
situations,
outclassing
baselines
1,4%,
3,7%
9%
improvement
estimating
human,
heavy
aerial
resources;
21%
10,2%
time;
18,8%
Using
provide
an
example
assessment
map
León,
visualizing
resources
entire
region.
Geophysical Research Letters,
Год журнала:
2023,
Номер
50(3)
Опубликована: Фев. 1, 2023
Abstract
The
2022
eruption
of
the
Hunga
Tonga‐Hunga
Ha'apai
volcano
caused
substantial
impacts
on
atmosphere,
including
a
massive
injection
water
vapor,
and
largest
increase
in
stratospheric
aerosol
for
30
years.
Ozone
Mapping
Profiler
Suite
(OMPS)
Limb
instrument
has
been
critical
monitoring
amount
spread
volcanic
stratosphere.
We
show
that
rapid
imagery
from
OMPS
enables
tomographic
retrieval
extinction
reduces
bias
up
to
factor
two,
improves
vertical
structure
agreement
with
coincident
lidar
occultation
observations.
Due
vertically
thin
heterogeneous
nature
aerosol,
this
integrated
values
across
latitude,
altitude,
time
several
months.
also
investigate
systematic
impact
uncertainty
assumed
particle
size
result
an
underestimation
at
peak
layer.
Science,
Год журнала:
2023,
Номер
379(6634), С. 815 - 820
Опубликована: Фев. 24, 2023
Pyrocumulonimbus
(pyroCb)
are
wildfire-generated
convective
clouds
that
can
inject
smoke
directly
into
the
stratosphere.
PyroCb
have
been
tracked
for
years,
yet
their
apparent
rarity
and
episodic
nature
lead
to
highly
uncertain
climate
impacts.
In
situ
measurements
of
pyroCb
reveal
its
distinctive
exceptionally
stable
aerosol
properties
define
long-term
influence
activity
on
stratospheric
budget.
Analysis
13
years
airborne
observations
shows
responsible
10
25%
black
carbon
organic
aerosols
in
"present-day"
lower
stratosphere,
with
similar
impacts
both
North
South
Hemispheres.
These
results
suggest
that,
should
increase
frequency
and/or
magnitude
future
climates,
they
could
generate
dominant
trends
aerosol.
Atmospheric chemistry and physics,
Год журнала:
2023,
Номер
23(17), С. 9765 - 9785
Опубликована: Сен. 4, 2023
Abstract.
Multiphase
chemistry
occurs
between
chemicals
in
different
atmospheric
phases,
typically
involving
gas–solid
and
gas–liquid
interactions.
The
importance
of
multiphase
has
long
been
recognized.
Its
central
role
extends
from
acid
precipitation
stratospheric
ozone
depletion
to
its
impact
on
the
oxidizing
capacity
troposphere
roles
that
aerosol
particles
play
driving
chemistry–climate
interactions
affecting
human
health.
This
opinion
article
briefly
introduces
subject
tracks
development
before
after
start
Atmospheric
Chemistry
Physics.
Most
focuses
research
opportunities
challenges
field.
Central
themes
are
a
fundamental
understanding
at
molecular
level
underpins
ability
accurately
predict
environmental
change
discipline
is
strongest
when
tightly
connected
modeling
field
observations.
Proceedings of the National Academy of Sciences,
Год журнала:
2023,
Номер
120(46)
Опубликована: Окт. 30, 2023
The
explosive
eruption
of
the
Hunga
Tonga-Hunga
Ha'apai
(HTHH)
volcano
on
15
January
2022
injected
more
water
vapor
into
stratosphere
and
to
higher
altitudes
than
ever
observed
in
satellite
era.
Here,
evolution
stratospherically
is
examined
as
a
function
latitude,
altitude,
time
year
following
(February
December
2022),
perturbations
stratospheric
chemical
composition
resulting
from
increased
sulfate
aerosols
are
identified
analyzed.
average
calculated
mass
distribution
elevated
between
hemispheres
approximately
78%
Southern
Hemisphere
(SH)
22%
Northern
2022.
Significant
changes
HTHH
using
observations
Aura
Microwave
Limb
Sounder
instrument.
dominant
features
monthly
mean
vertical
profiles
averaged
over
15°
latitude
ranges
decreases
O3
(-14%)
HCl
(-22%)
at
SH
midlatitudes
increases
ClO
(>100%)
HNO3
(43%)
tropics,
with
peak
pressure-level
listed.
Anomalies
column
ozone
1.2-100
hPa
due
include
widespread
reductions
anomalies
latitude-binned,
averages
-7%
+5%,
respectively,
occurring
austral
spring.
Using
3-dimensional
chemistry-climate-aerosol
model
observational
tracer
correlations,
found
be
both
dynamical
factors.
Journal of Geophysical Research Atmospheres,
Год журнала:
2023,
Номер
128(16)
Опубликована: Авг. 2, 2023
Abstract
The
January
2022
eruption
of
Hunga
Tonga‐Hunga
Ha'apai
(HT‐HH)
caused
the
largest
enhancement
in
stratospheric
aerosol
loading
decades
and
produced
an
unprecedented
water
vapor,
leading
to
strong
cooling
that
turn
induced
changes
large‐scale
circulation.
Here
we
use
satellite
measurements
gas‐phase
constituents
together
with
extinction
investigate
extent
which
thick
aerosol,
excess
moisture,
enabled
heterogeneous
chemical
processing.
In
southern
tropics,
unambiguous
signatures
substantial
chlorine
nitrogen
repartitioning
appear
over
a
broad
vertical
domain
almost
immediately
after
eruption,
depletion
N
2
O
5
,
NO
x
HCl
accompanied
by
HNO
3
ClO,
ClONO
.
After
initially
rising
steeply,
ClO
plateau,
maintaining
fairly
constant
abundances
for
several
months.
These
patterns
are
consistent
saturation
hydrolysis,
suggesting
this
reaction
is
primary
mechanism
observed
composition
changes.
midlatitudes
subtropics
show
similar
but
weaker
enhancements
those
regions,
however,
effects
anomalous
transport
dominate
evolution
HCl,
obscuring
signs
Perturbations
species
considerably
than
measured
midlatitude
stratosphere
2020
following
Australian
New
Year's
fires.
moderate
HT‐HH‐induced
reactive
seen
throughout
middle
low‐latitude
stratosphere,
far
smaller
typical
winter
polar
vortices,
do
not
lead
appreciable
ozone
loss;
rather,
extrapolar
lower‐stratospheric
remains
primarily
controlled
dynamical
processes.
National Science Review,
Год журнала:
2024,
Номер
11(3)
Опубликована: Янв. 9, 2024
ABSTRACT
Organic
vapors
from
biomass
burning
are
a
major
source
of
secondary
organic
aerosols
(SOAs).
Previous
smog
chamber
studies
found
that
the
SOA
contributors
in
biomass-burning
emissions
mainly
volatile
compounds
(VOCs).
While
intermediate
volatility
(IVOCs)
efficient
precursors
and
contribute
considerable
fraction
emissions,
their
contribution
to
formation
has
not
been
directly
observed.
Here,
by
deploying
newly-developed
oxidation
flow
reactor
study
wood
burning,
we
find
IVOCs
can
∼70%
formed
SOA,
i.e.
>2
times
more
than
VOCs.
This
previously
missing
is
interpreted
be
due
high
wall
losses
semi-volatile
products
chambers.
The
finding
this
reveals
production
much
higher
thought,
highlights
urgent
need
for
research
on
potentially
other
emission
sources.
Scientific Reports,
Год журнала:
2022,
Номер
12(1)
Опубликована: Авг. 25, 2022
Global
mean
lower
stratosphere
temperatures
rose
abruptly
in
January
2020
reaching
values
not
experienced
since
the
early
1990s.
Anomalously
high
stratospheric
were
recorded
for
4
months
at
highly
statistically
significant
levels.
Here,
we
use
a
combination
of
satellite
and
surface-based
remote
sensing
observations
to
derive
time-series
biomass
burning
aerosol
optical
depths
originating
from
intense
SouthEastern
Australian
wildfires
these
state-of-the-art
climate
model.
We
show
that
S.E.
are
cause
this
warming.
also
investigate
radiatively-driven
dynamical
response
observed
ozone
perturbation
find
strengthening
springtime
Antarctic
polar
vortex
suggesting
aerosols
play
role
anomalous
longevity
hole
2020.
Atmospheric chemistry and physics,
Год журнала:
2022,
Номер
22(17), С. 11701 - 11726
Опубликована: Сен. 9, 2022
Abstract.
A
record-breaking
stratospheric
ozone
loss
was
observed
over
the
Arctic
and
Antarctica
in
2020.
Strong
depletion
occurred
2021
as
well.
The
holes
developed
smoke-polluted
air.
In
this
article,
impact
of
Siberian
Australian
wildfire
smoke
(dominated
by
organic
aerosol)
on
extraordinarily
strong
reduction
is
discussed.
study
based
aerosol
lidar
observations
North
Pole
region
(October
2019–May
2020)
Punta
Arenas
southern
Chile
at
53.2∘
S
(January
2020–November
2021)
well
respective
NDACC
(Network
for
Detection
Atmospheric
Composition
Change)
profile
(Ny-Ålesund)
(Neumayer
South
stations)
2020
2021.
We
present
a
conceptual
approach
how
may
have
influenced
formation
polar
clouds
(PSCs),
which
are
key
importance
ozone-depleting
processes.
main
results
follows:
(a)
direct
below
PSC
height
range
(at
10–12
km)
seems
to
be
similar
well-known
volcanic
sulfate
effects.
At
heights
km,
particle
surface
area
(SA)
concentrations
5–7
µm2
cm−3
(Antarctica,
spring
6–10
(Arctic,
were
correlated
with
an
terms
partial
pressure
0.4–1.2
mPa
(about
30
%
further
Antarctica)
2–3.5
20
%–30
respect
long-term
springtime
mean).
(b)
Within
range,
we
found
indications
that
able
slightly
increase
number
concentration.
particular,
smoke-related
additional
1–2
(10
%–20
contribution
total
14–23
km
September–October
Smoke
ranged
from
10
100
about
factor
(in
5
above
background
level.
Satellite
indicated
mean
column
(deviation
mean)
26–30
Dobson
units
(9
%–10
%,
September
2020,
52–57
(17
October
latitudinal
Antarctic
belt
70–80∘
S.
Atmospheric chemistry and physics,
Год журнала:
2023,
Номер
23(4), С. 2901 - 2925
Опубликована: Март 3, 2023
Abstract.
Wildfire
smoke
is
known
as
a
highly
absorptive
aerosol
type
in
the
shortwave
wavelength
range.
The
absorption
of
sunlight
by
optically
thick
layers
results
heating
ambient
air.
This
translated
into
self-lofting
up
to
more
than
1
km
altitude
per
day.
study
aims
for
detailed
analysis
tropospheric
and
stratospheric
lofting
rates
based
on
simulations
observations.
main
goal
demonstrate
that
radiative
intense
plumes
capable
them
from
lower
middle
free
troposphere
(injection
heights)
tropopause
without
need
pyrocumulonimbus
(pyroCb)
convection.
further
subsequent
ascent
within
stratosphere
(caused
self-lofting)
already
well
documented
literature.
Simulations
absorbed
solar
radiation
particles
resulting
rates,
which
are
then
converted
conducted
using
ECRAD
(European
Centre
Medium-Range
Weather
Forecasts
Radiation)
scheme.
As
input
parameters
thermodynamic
profiles
CAMS
(Copernicus
Atmosphere
Monitoring
Service)
reanalysis
data,
ground-based
lidar
observations,
radiosonde
potential
temperature
profiles,
CALIOP
(Cloud–Aerosol
Lidar
with
Orthogonal
Polarization)
measurements,
MODIS
(Moderate
Resolution
Imaging
Spectroradiometer)
optical
depth
retrievals
were
used.
sensitivity
revealed
rate
strongly
depends
thickness
(AOT),
layer
depth,
height,
black
carbon
(BC)
fraction.
We
also
looked
at
influence
different
meteorological
such
cloudiness,
relative
humidity,
gradient.
To
applicability
our
model,
we
compared
processes
observed
after
major
pyroCb
events
(Canadian
fires
2017,
Australian
2019–2020).
analyzed
long-term
observations
evolving
UTLS
(upper
stratosphere)
height
region
over
Siberia
adjacent
Arctic
Ocean
during
summer
season
2019.
Our
indicate
contributed
vertical
transport
smoke.
hypothesize
formation
near-tropopause
layer,
CALIOP,
was
result
because
this
line
simulations.
Furthermore,
Raman-lidar-based
typing
(in
Leipzig
High
Arctic)
clearly
indicated
dominance
since
August
2019,
most
probably
self-lofting.
Journal of Advances in Modeling Earth Systems,
Год журнала:
2023,
Номер
15(9)
Опубликована: Сен. 1, 2023
Simulating
whole
atmosphere
dynamics,
chemistry,
and
physics
is
computationally
expensive.
It
can
require
high
vertical
resolution
throughout
the
middle
upper
atmosphere,
as
well
a
comprehensive
chemistry
aerosol
scheme
coupled
to
radiation
physics.
An
unintentional
outcome
of
development
one
most
sophisticated
hence
expensive
model
configurations
that
it
often
excludes
broad
community
users
with
limited
computational
resources.
Here,
we
analyze
two
Community
Earth
System
Model
Version
2,
Whole
Atmosphere
Climate
6
(CESM2(WACCM6))
simplified
"middle
atmosphere"
at
nominal
1
2°
horizontal
resolutions.
Using
observations,
reanalysis,
direct
comparisons,
find
these
generally
reproduce
climate,
variability,
climate
sensitivity
1°
configuration
chemistry.
While
background
stratospheric
optical
depth
elevated
in
compared
configuration,
comparable
among
all
during
volcanic
eruptions.
For
any
purposes
other
than
those
needing
an
accurate
representation
tropospheric
organic
secondary
aerosols,
deliver
reliable
simulations
35%
86%
fewer
resources
resolution,
respectively.