Abstract
Background
In
seed-obligate
conifer
forests
of
the
western
US,
land
managers
need
a
better
understanding
spatiotemporal
variability
in
post-fire
recovery
to
develop
adaptation
strategies.
Successful
establishment
seedlings
requires
arrival
seeds
and
favorable
environmental
conditions
for
germination,
survival,
growth.
We
investigated
limitations
seedling
height
growth
dry
moist
mixed
with
without
forest
management
treatments
(salvage
logging,
grass
seeding)
areas
burned
from
low
high
severity.
2011,
we
measured
year,
juvenile
density
(seedlings
saplings),
(annual
total)
50
plots
six
species
School
Fire
(2005),
Blue
Mountains,
WA,
USA.
2021,
remeasured
Results
Post-fire
tree
densities
appeared
sufficient
self-replacement
(>
60
stems
ha
−1
)
96%
2021
(median
3130
),
but
were
highly
variable
(range
33–100,501
).
Annual
was
positively
correlated
cooler,
wetter
climate
during
summer
germination
(July–September)
growing
season
subsequent
year
(April–September)
multiple
species.
found
lower
at
greater
distances
seed
sources
higher
cover,
while
salvage
logging
had
no
effect.
shorter
on
warmer,
drier
topographic
positions
three
species,
whereas
annual
associated
one
Shifts
class
structure
2011
were,
part,
explained
by
differences
among
Conclusions
Abundant
widespread
after
fire
strong
evidence
that
most
sites
present
study
are
currently
trajectory
return
forest.
However,
may
be
constrained
brief
periods
following
future
fires.
Long-term
monitoring
dynamics
is
needed
inform
activities
designed
adapt
change
disturbances,
which
will
collectively
shape
composition.
Proceedings of the National Academy of Sciences,
Год журнала:
2023,
Номер
120(11)
Опубликована: Март 6, 2023
Increasing
fire
severity
and
warmer,
drier
postfire
conditions
are
making
forests
in
the
western
United
States
(West)
vulnerable
to
ecological
transformation.
Yet,
relative
importance
of
interactions
between
these
drivers
forest
change
remain
unresolved,
particularly
over
upcoming
decades.
Here,
we
assess
how
interactive
impacts
changing
climate
wildfire
activity
influenced
conifer
regeneration
after
334
wildfires,
using
a
dataset
from
10,230
field
plots.
Our
findings
highlight
declining
capacity
across
West
past
four
decades
for
eight
dominant
species
studied.
Postfire
is
sensitive
high-severity
fire,
which
limits
seed
availability,
climate,
influences
seedling
establishment.
In
near-term,
projected
differences
recruitment
probability
low-
scenarios
were
larger
than
most
species,
suggesting
that
reductions
severity,
resultant
on
could
partially
offset
expected
climate-driven
declines
regeneration.
Across
40
42%
study
area,
project
be
likely
following
low-severity
but
not
under
future
(2031
2050).
However,
increasingly
warm,
dry
eventually
outweigh
influence
availability.
The
percent
area
considered
unlikely
experience
regeneration,
regardless
increased
5%
1981
2000
26
31%
by
mid-century,
highlighting
limited
time
window
management
actions
reduce
may
effectively
support
Nature Communications,
Год журнала:
2024,
Номер
15(1)
Опубликована: Март 25, 2024
Abstract
Fire
suppression
is
the
primary
management
response
to
wildfires
in
many
areas
globally.
By
removing
less-extreme
wildfires,
this
approach
ensures
that
remaining
burn
under
more
extreme
conditions.
Here,
we
term
“suppression
bias”
and
use
a
simulation
model
highlight
how
bias
fundamentally
impacts
wildfire
activity,
independent
of
fuel
accumulation
climate
change.
We
illustrate
attempting
suppress
all
necessarily
means
fires
will
with
severe
less
diverse
ecological
impacts,
burned
area
increasing
at
faster
rates
than
expected
from
or
Over
human
lifespan,
modeled
exceed
those
change
alone,
suggesting
may
exert
significant
underappreciated
influence
on
patterns
fire
Managing
safely
low
moderate
conditions
thus
critical
tool
address
growing
crisis.
Buildings,
Год журнала:
2023,
Номер
13(9), С. 2163 - 2163
Опубликована: Авг. 25, 2023
Climate
change
threatens
urban
areas
globally.
Enhancing
resilience
is
crucial,
yet
the
comprehensive
clustering
of
practical
climate
adaptation
measures
for
use
in
construction
industry
decision-making
notably
absent.
This
study
investigates
and
categorizes
various
measures,
justifying
each
through
a
lens
risk
management,
asset
previous
scientific
work.
It
takes
advantage
innovative
digital
platform
Netobra,
which
offers
an
ecosystem
industry,
to
provide
real-world,
implications
these
measures.
Informed
by
Urban
Resilience
Evaluation
System,
ISO
31000
(risk
management),
55000
(asset
sets
out
demonstrate
value
bolstering
improving
industry.
Moreover,
integrates
hotspot
detection
mechanism
at
high
impacts,
using
multicriteria
decision
analysis
(MCDA)—analytic
hierarchy
process
(AHP)
mapping
on
Netobra.
These
identified
hotspots
corresponding
will
further
be
incorporated
into
Risk-Informed
Asset-Centric
(RIACT)
process,
providing
valuable
insights
mitigation
strategies
development.
Through
its
in-depth
analysis,
aims
contribute
understanding
how
diverse
can
practically
applied
sectors,
thereby
enhancing
effective
management.
As
wildfires
become
more
frequent
and
severe
in
the
face
of
global
environmental
change,
it
becomes
crucial
not
only
to
assess,
prevent,
suppress
them
but
also
manage
aftermath
effectively.
Given
temporal
interconnections
between
these
issues,
we
explored
concept
“wildfire
science
loop”—a
framework
categorizing
wildfire
research
into
three
stages:
“before”,
“during”,
“after”
wildfires.
Based
on
this
partition,
performed
a
systematic
review
by
linking
particular
topics
keywords
each
stage,
aiming
describe
one
quantify
volume
published
research.
The
results
from
our
identified
substantial
imbalance
landscape,
with
post-fire
stage
being
markedly
underrepresented.
Research
focusing
is
1.5
times
(or
46%)
less
prevalent
than
that
“before”
1.8
77%)
“during”
stage.
This
discrepancy
likely
driven
historical
emphasis
prevention
suppression
due
immediate
societal
needs.
Aiming
address
overcome
imbalance,
present
perspectives
regarding
strategic
agenda
enhance
understanding
processes
outcomes,
emphasizing
socioecological
impacts
management
recovery
multi-level
transdisciplinary
approach.
These
proposals
advocate
integrating
knowledge-driven
burn
severity
ecosystem
mitigation/recovery
practical,
application-driven
strategies
policy
development.
supports
comprehensive
spans
short-term
emergency
responses
long-term
adaptive
management,
ensuring
landscapes
are
better
understood,
managed,
restored.
We
emphasize
critical
importance
“after-fire”
breaking
negative
planning
cycles,
enhancing
practices,
implementing
nature-based
solutions
vision
“building
back
better”.
Strengthening
balanced
focused
will
ability
close
loop
involved
improve
alignment
international
agendas
such
as
UN’s
Decade
Ecosystem
Restoration
EU’s
Nature
Law.
By
addressing
can
significantly
restore
ecosystems,
resilience,
develop
suited
challenges
rapidly
changing
world.
Abstract
Background
Over
the
last
four
decades,
wildfires
in
forests
of
continental
western
United
States
have
significantly
increased
both
size
and
severity
after
more
than
a
century
fire
suppression
exclusion.
Many
these
historically
experienced
frequent
were
fuel
limited.
To
date,
reduction
treatments
been
small
too
widely
dispersed
to
impacted
this
trend.
Currently
new
land
management
plans
are
being
developed
on
most
154
National
Forests
that
will
guide
support
ground
practices
for
next
15–20
years.
Results
During
plan
development,
we
recommend
Strategic
Fire
Zones
(SFZs)
be
identified
large
blocks
(≥
2,000
ha)
Federal
forest
lands,
buffered
1–2.4
km)
from
wildland-urban
interface
reintroduction
beneficial
fire.
In
SFZs,
lightning
ignitions,
as
well
prescribed
cultural
burns,
would
used
reduce
fuels
restore
ecosystem
services.
Although
such
successfully
established
limited
number
Parks
Wilderness
Areas,
identify
extensive
remote
areas
US
(8.3–12.7
million
ha),
outside
wilderness
(85–88%),
where
they
could
established.
Potential
wildland
Operational
Delineations
or
PODs
SFZ
boundaries.
We
outline
steps
identify,
implement,
monitor,
communicate
use
benefits
SFZs.
Conclusions
Enhancing
collaboration
knowledge-sharing
with
Indigenous
communities
can
play
vital
role
gaining
agency
public
building
narrative
how
rebuild
climate-adapted
regimes
live
within
them.
Meaningful
increases
multiply
amount
landscape
while
reducing
risk
their
impacts
structures
International Journal of Wildland Fire,
Год журнала:
2023,
Номер
32(4), С. 449 - 475
Опубликована: Фев. 6, 2023
The
Composite
Burn
Index
(CBI)
is
commonly
linked
to
remotely
sensed
data
understand
spatial
and
temporal
patterns
of
burn
severity.
However,
a
comprehensive
understanding
the
tradeoffs
between
different
methods
used
model
CBI
with
lacking.
To
help
current
state
science,
provide
blueprint
towards
conducting
broad-scale
meta-analyses,
identify
key
decision
points
potential
rationale,
we
conducted
review
studies
that
continuous
estimates
severity
measured
related
methods.
We
roadmap
methodologies
applied
examine
rationales
justify
them.
Our
findings
largely
reflect
in
North
America
–
particularly
western
USA
due
high
number
region.
find
use
across
introduces
variations
make
it
difficult
compare
outcomes.
Additionally,
existing
suite
comparative
focuses
on
one
or
few
many
possible
sources
uncertainty.
Thus,
compounding
error
propagation
throughout
decisions
made
during
analysis
not
well
understood.
Finally,
suggest
broad
set
methodological
information
for
decision-making
could
facilitate
future
reviews.
Abstract
Background
Climate
is
a
main
driver
of
fire
regimes,
but
recurrent
fires
provide
stabilizing
feedbacks
at
several
spatial
scales
that
can
limit
spread
and
severity—potentially
contributing
to
form
self-regulation.
Evaluating
the
strength
these
in
wildland
systems
difficult
given
temporal
observation
required.
Here,
we
used
REBURN
model
directly
examine
relative
strengths
top-down
bottom-up
drivers
over
3000-year
simulation
period,
within
275,000-ha
conifer-dominated
landscape
north
central
Washington
State,
USA.
Results
We
found
strong
support
for
controls
on
patterns.
Fire
weather
was
large
occurrence,
area
burned
moderated
by
ignition
frequencies
areas
limited
fuels
fuel
contagion
(i.e.,
fences).
Landscapes
comprised
>40%
fences
rarely
experienced
years.
When
did
occur
during
recovery
time
100–300
years
or
more
generally
required
recover
pre-fire
vegetation
Conclusions
Simulations
showed
interactions
between
weather,
contagion,
topography,
ignitions
manifest
variability
size
severity
patch
distributions.
Burned
recovering
mosaics
provided
functional
feedbacks,
kind
meta
stability,
which
future
severity,
even
under
extreme
conditions.
be
applied
new
geographic
physiographic
landscapes
simulate
represent
natural
culturally
influenced
regimes
historical,
current,
climatic
settings.
Forests,
Год журнала:
2023,
Номер
14(9), С. 1820 - 1820
Опубликована: Сен. 6, 2023
After
large
and
severe
wildfires,
the
establishment
of
tree
regeneration,
particularly
for
species
without
specific
fire-adaptive
traits,
can
be
challenging.
Within
harsh
environments,
presence
favorable
microsites,
as
those
provided
by
deadwood,
enhancing
microclimatic
conditions,
is
crucial
to
re-establishment
forest
cover
thus
foster
recovery
dynamics.
Active
restoration
strategies
have
an
impact
on
these
dynamics,
altering
or
hindering
them.
The
main
hypothesis
this
study
that
manipulating
deadwood
in
terms
quantity
spatial
arrangement
result
differences
natural
regeneration
density
composition.
Post-disturbance
dynamics
role
played
over
time
creation
safe
sites
seedling
were
investigated
area
affected
a
high-severity
wildfire
underwent
different
post-fire
treatments
along
gradient
increasing
manipulation,
spanning
from
salvage
logging
non-intervention.
Two
inventories
performed
5
11
years
after
fire.
Ground
proportion
was
significantly
among
treatments,
with
lower
values
lying
salvaged
sites.
A
higher
probability
close
found
both
surveys,
confirming
facilitating
regeneration.
Microsite
resulting
facilitation
highlighted,
anisotropic
relationships
between
elements
seedlings
changing
time,
processes
slowly
improved
environmental
conditions.
In
dry
mountain
areas
stand-replacing
removing
reduces
number
further
impairing
ecosystem
recovery.
Passive
management
should
ecologically
preferred
strategy
although
intermediate
interventions
(e.g.,
felling
delimbing,
leaving
ground)
could
effective
alternatives,
accelerating
snag
fall
immediately
microsite
availability.