Frontiers in Forests and Global Change,
Journal Year:
2023,
Volume and Issue:
6
Published: Sept. 25, 2023
Over
the
past
two
decades,
escalating
emissions
of
greenhouse
gases
from
boreal
wildfires
in
Northern
Hemisphere
have
drawn
significant
attention,
underscoring
an
unprecedented
wildfire
season
2021.
Our
calculations
indicate
that
between
2002
and
2020,
Russia
released
approximately
726
±
280
Tg
CO
2eqv
yr
−1
.
This
aligns
closely
with
similar
estimates
derived
remote
sensing
data,
far
surpassing
earlier
approximations
found
Russian
National
Inventory
Report
(NIR)
by
a
factor
2
to
3.
Notably,
2021
alone,
Russia’s
emitted
exceptionally
high
amount
1,700
,
exceeding
carbon
country’s
fossil
fuel
consumption.
Consequently,
this
situation
led
almost
complete
counterbalance
assimilation
forests.
analysis
attributes
over
50%
variation
frequency
shifts
Arctic
Oscillation
(AO).
suggests
potential
for
utilizing
AO
as
predictive
variable
wildfires.
It’s
noteworthy
itself
is
influenced
sustained
regression
sea-ice.
From
this,
it
can
be
inferred
foreseeable
future,
forests
might
undergo
transition
their
role
sinks
net
contributors
atmosphere.
Annual Review of Ecology Evolution and Systematics,
Journal Year:
2023,
Volume and Issue:
54(1), P. 63 - 83
Published: Aug. 4, 2023
Many
natural
disturbances
have
a
strong
climate
forcing,
and
concern
is
rising
about
how
ecosystems
will
respond
to
disturbance
regimes
which
they
are
not
adapted.
Novelty
can
arise
either
as
attributes
of
the
regime
(e.g.,
frequency,
severity,
duration)
shift
beyond
their
historical
ranges
variation
or
new
agents
present
historically
emerge.
How
much
novelty
ecological
systems
absorb
whether
changing
lead
novel
outcomes
determined
by
responses
communities,
also
subject
change.
Powerful
conceptual
frameworks
exist
for
anticipating
consequences
regimes,
but
these
remain
challenging
apply
in
real-world
settings.
Nonlinear
relationships
tipping
points,
feedbacks)
particular
because
disproportionate
effects.
Future
research
should
quantify
rise
assess
capacity
changes.
Novel
be
potent
catalysts
Earth system science data,
Journal Year:
2024,
Volume and Issue:
16(8), P. 3601 - 3685
Published: Aug. 13, 2024
Abstract.
Climate
change
contributes
to
the
increased
frequency
and
intensity
of
wildfires
globally,
with
significant
impacts
on
society
environment.
However,
our
understanding
global
distribution
extreme
fires
remains
skewed,
primarily
influenced
by
media
coverage
regionalised
research
efforts.
This
inaugural
State
Wildfires
report
systematically
analyses
fire
activity
worldwide,
identifying
events
from
March
2023–February
2024
season.
We
assess
causes,
predictability,
attribution
these
climate
land
use
forecast
future
risks
under
different
scenarios.
During
2023–2024
season,
3.9×106
km2
burned
slightly
below
average
previous
seasons,
but
carbon
(C)
emissions
were
16
%
above
average,
totalling
2.4
Pg
C.
Global
C
record
in
Canadian
boreal
forests
(over
9
times
average)
reduced
low
African
savannahs.
Notable
included
record-breaking
extent
Canada,
largest
recorded
wildfire
European
Union
(Greece),
drought-driven
western
Amazonia
northern
parts
South
America,
deadly
Hawaii
(100
deaths)
Chile
(131
deaths).
Over
232
000
people
evacuated
Canada
alone,
highlighting
severity
human
impact.
Our
revealed
that
multiple
drivers
needed
cause
areas
activity.
In
Greece,
a
combination
high
weather
an
abundance
dry
fuels
probability
fires,
whereas
area
anomalies
weaker
regions
lower
fuel
loads
higher
direct
suppression,
particularly
Canada.
Fire
prediction
showed
mild
anomalous
signal
1
2
months
advance,
Greece
had
shorter
predictability
horizons.
Attribution
indicated
modelled
up
40
%,
18
50
due
during
respectively.
Meanwhile,
seasons
magnitudes
has
significantly
anthropogenic
change,
2.9–3.6-fold
increase
likelihood
20.0–28.5-fold
Amazonia.
By
end
century,
similar
magnitude
2023
are
projected
occur
6.3–10.8
more
frequently
medium–high
emission
scenario
(SSP370).
represents
first
annual
effort
catalogue
events,
explain
their
occurrence,
predict
risks.
consolidating
state-of-the-art
science
delivering
key
insights
relevant
policymakers,
disaster
management
services,
firefighting
agencies,
managers,
we
aim
enhance
society's
resilience
promote
advances
preparedness,
mitigation,
adaptation.
New
datasets
presented
this
work
available
https://doi.org/10.5281/zenodo.11400539
(Jones
et
al.,
2024)
https://doi.org/10.5281/zenodo.11420742
(Kelley
2024a).
Remote Sensing,
Journal Year:
2022,
Volume and Issue:
14(13), P. 3159 - 3159
Published: July 1, 2022
In
recent
years,
forest-fire
monitoring
methods
represented
by
deep
learning
have
been
developed
rapidly.
The
use
of
drone
technology
and
optimization
existing
models
to
improve
recognition
accuracy
segmentation
quality
are
great
significance
for
understanding
the
spatial
distribution
forest
fires
protecting
resources.
Due
spreading
irregular
nature
fire,
it
is
extremely
tough
detect
fire
accurately
in
a
complex
environment.
Based
on
aerial
imagery
dataset
FLAME,
this
paper
focuses
analysis
two
deep-learning
problems:
(1)
video
frames
classified
as
classes
(fire,
no-fire)
according
presence
or
absence
fire.
A
novel
image
classification
method
based
channel
domain
attention
mechanism
was
developed,
which
achieved
93.65%.
(2)
We
propose
instance
(MaskSU
R-CNN)
incipient
detection
MS
R-CNN
model.
For
optimized
model,
MaskIoU
branch
reconstructed
U-shaped
network
order
reduce
error.
Experimental
results
show
that
precision
our
MaskSU
reached
91.85%,
recall
88.81%,
F1-score
90.30%,
mean
intersection
over
union
(mIoU)
82.31%.
Compared
with
many
state-of-the-art
models,
achieves
satisfactory
dataset.
Natural Hazards Research,
Journal Year:
2023,
Volume and Issue:
3(2), P. 286 - 294
Published: April 13, 2023
Fire
is
one
of
the
dominant
disturbances
in
forests
that
widely
impacts
ecology,
environment,
and
socioeconomics
nations
across
globe.
In
view
setting
priorities
for
combating
mitigating
adverse
forest
fires,
a
review
literature
was
carried
out
to
examine
various
environmental
socioeconomic
fires.
The
G20
were
selected
present
study
because
together
they
represent
60
percent
world
population
about
80
GDP,
apart
from
having
strategic
multilateral
platform
connecting
world's
major
developed
emerging
economic
countries.
illustrates
contribution
quite
significant
(69.26%)
yet
are
impacted
adversely
due
fires
so
environment
diverse
types
possess.
on
countries
should
come
forward
establishing
strengthening
bilateral
or
co-operation
co-ordination,
also
share
adequate
financial
resources,
technologies
training
among
themselves.
Current Landscape Ecology Reports,
Journal Year:
2023,
Volume and Issue:
8(3), P. 103 - 118
Published: April 19, 2023
Abstract
Purpose
of
Review
Boreal
forests
provide
a
wide
range
ecosystem
services
that
are
important
to
society.
The
boreal
biome
is
experiencing
the
highest
rates
warming
on
planet
and
increasing
demand
for
forest
products.
Here,
we
review
how
changes
in
climate
its
associated
extreme
events
(e.g.,
windstorms)
putting
at
risk
capacity
these
continue
providing
services.
We
further
analyze
role
management
increase
resilience
combined
effects
change
events.
Recent
Findings
Enhancing
recently
gained
lot
interest
from
theoretical
perspective.
Yet,
it
remains
unclear
translate
knowledge
into
practice
operationalize
maintain
functions
under
changing
global
conditions.
identify
summarize
main
approaches
(natural
disturbance
emulation,
landscape
functional
zoning,
complex
network,
climate-smart
forestry)
can
promote
resilience.
Summary
concept
sciences,
may
put
risk,
alleviate
or
such
risks.
found
increased
temperatures
having
negative
impacts
forests.
Then,
discuss
could
enhance
multifunctionality
(simultaneous
provision
high
levels
multiple
species
habitats).
Finally,
complementary
strengths
individual
report
challenges
implement
them
practice.
Earth-Science Reviews,
Journal Year:
2024,
Volume and Issue:
256, P. 104867 - 104867
Published: July 11, 2024
Peatlands
are
potent
landscape
sinks
of
natural
and
industrial
toxic
metals
metalloids
(TMMs)
but
the
long-term
sequestration
TMMs
in
peatlands
is
at
increasing
risk
due
to
climate
change
enhanced
peatland
fires.
The
ability
retain
results
from
a
host
interacting
hydrological,
biological,
geomorphological,
chemical
feedbacks,
which
underpin
functionality
general.
Fire
transformative
force
that
often
disrupts
these
interactions
leading
potential
release
our
air,
land,
water.
Given
wildfire
burned
area
severity
there
need
for
conceptual
understanding
interactive
processes.
Prior
fire,
TMM
mobility
relatively
low,
controlled
by
peatland's
degree
minerotrophy,
degradation
status,
hydrogeomorphic
setting
hydroclimate.
Incidentally,
characteristics
also
control
likelihood
peat
ignition,
creating
important
feedbacks
on
landscape.
Following
temperature
duration
fire
plays
critical
role
determining
emissions
atmosphere
post-fire
geochemical
conditions.
We
elucidate
varied
emission
factors
different
metals,
where
range
0.2
(Co
or
Cd)
300
(Al)
mg
metal
per
kg
particulate
matter
emitted
depending
specific
likely
pre-fire
concentration.
hydrological
changes
become
increasingly
important.
For
example,
increases
pH
play
strongest
limiting
mobilization
concurrent
dissolved
organic
aromaticity
complicate
processes,
knowledge
gap.
At
larger
spatial
scales,
watershed
ecohydrological
connectivity
erosion
modulate
aquatic
systems.
Yet,
evolution
as
vegetation
hydrology
recover
conditions
over
course
several
tens
years
governed
same
controls
impact
mobility.
Critically,
uncertainty
trajectories
depends
climatological,
conditions,
accurately
predict
under
rapidly
changing
climate.
This
extensive
interdisciplinary
review
guides
development
framework
highlights
future
research
needs
better
respond
emerging
threat
legacy
wildfires.
Nature Geoscience,
Journal Year:
2024,
Volume and Issue:
17(9), P. 866 - 873
Published: Sept. 1, 2024
Abstract
Wildfire
activity
in
Arctic
and
boreal
regions
is
rapidly
increasing,
with
severe
consequences
for
climate
human
health.
Regional
long-term
variations
fire
frequency
intensity
characterize
regimes.
The
spatial
variability
Arctic–boreal
regimes
their
environmental
anthropogenic
drivers,
however,
remain
poorly
understood.
Here
we
present
a
tracking
system
to
map
the
sub-daily
evolution
of
all
circumpolar
fires
between
2012
2023
using
375
m
Visible
Infrared
Imaging
Radiometer
Suite
active
detections
resulting
dataset
ignition
time,
location,
size,
duration,
spread
individual
fires.
We
use
this
classify
biomes
into
seven
distinct
‘pyroregions’
unique
climatic
geographic
environments.
find
that
these
pyroregions
exhibit
varying
responses
North
America,
eastern
Siberia
northern
tundra
showing
highest
sensitivity
lightning
density.
In
addition,
factors
play
an
important
role
influencing
number
interacting
other
factors.
Understanding
its
interconnected
drivers
domain
improving
future
predictions
identifying
areas
at
risk
extreme
events.
Ecological Monographs,
Journal Year:
2025,
Volume and Issue:
95(1)
Published: Jan. 27, 2025
Abstract
Changing
global
climate
and
wildfire
regimes
are
threatening
forest
resilience
(i.e.,
the
ability
to
recover
from
disturbance).
Yet
distinguishing
areas
of
“no”
versus
“slow”
postfire
recovery
is
challenging,
consequences
sparse
tree
regeneration
for
plant
communities
carbon
dynamics
uncertain.
We
studied
previously
forested
where
remained
34
years
after
large,
stand‐replacing
1988
Yellowstone
fires
(Wyoming,
USA)
ask
following
questions:
(1)
What
pathways
in
reduced
how
they
distributed
across
landscape?
(2)
explains
variation
density
(total
by
species)
among
pathways?
(3)
implications
understory
communities?
(4)
How
diminished
aboveground
stocks
recovery?
Tree
densities
species‐specific
age
distributions,
communities,
were
sampled
55
plots
during
summer
2022.
detected
three
qualitatively
distinct
(persistent
or
non‐forest,
continuous
infilling,
recent
seedling
sapling
establishment).
Nearly
half
appeared
“locked
in”
as
persistently
while
remaining
may
be
on
a
slow
path
recovery.
Plots
with
nearby
upwind
seed
sources
well
situ
pressure
young
trees
appear
likely
forest.
Where
absent,
resembled
those
found
meadows,
capturing
compositional
changes
expected
become
more
common
continued
loss.
However,
forest‐affinity
species
persisted
mesic
locations,
indicating
mismatches
between
some
future
change.
Aboveground
low
owing
minimal
reestablishment.
Almost
all
(96%)
was
stored
coarse
wood,
sharp
departure
C
storage
patterns
forests
recovering.
If
not
offset
regeneration,
decomposition
dead
biomass
will
protract
stock
As
disturbance
continue
change,
determining
drivers
ecosystem
reorganization
understanding
such
cascade
influence
structure
function
increasingly
important.
AMBIO,
Journal Year:
2025,
Volume and Issue:
unknown
Published: Jan. 28, 2025
Abstract
With
climate
change
causing
more
extreme
weather
events
globally,
scientists
have
argued
that
societies
three
options:
mitigation,
adaptation
or
suffering.
In
recent
years,
devastating
wildfires
caused
significant
suffering,
yet
the
extent
of
this
suffering
has
not
been
defined.
To
encapsulate
we
determined
impacts
and
effects
through
two
systematic
literature
reviews.
Six
common
themes
wildfire
emerged:
environmental,
social,
physical,
mental,
cultural
resource
These
varied
in
scale:
from
local
to
regional;
individuals
communities;
ecosystems
landscapes.
We
then
applied
these
Las
Maquinas
(Chile)
Fort
McMurray
(Canada)
wildfires.
This
highlighted
several
strategies
can
reduce
however
our
exploration
indicates
must
address
social
ecological
factors.
analysis
concludes
is
diverse
widespread,
engagement
with
needed
if
going
decrease.