CONTEXT
The
agricultural
expansion
and
intensification
modify
the
structure
functioning
of
ecosystems,
which
alter
their
capacity
to
provide
ecosystem
services
(ES).
An
adequate
analysis
these
changes
requires
an
exhaustive
characterization
land
use
cover.
In
Rio
de
La
Plata
Grassland
(RPG),
most
characterizations
are
limited
in
terms
spatial
or
conceptual
resolution
since
they
generally
differentiate
coarse
classes,
such
as
winter
summer
crops
instead
crop
types,
at
more
than
30
meters.
OBJECTIVE
this
work,
we
propose
map
types
cropping
systems
one
productive
areas
RPG
assess
effects
on
services.
METHODS
Combine
remote
sensing
data
based
optical
microwave
sensors
provided
by
Sentinel
1
2
satellites
(10
meters)
systems.
Also,
used
Landsat
8
images
characterize
albedo,
Land
Surface
Temperature
(LST)
evapotranspiration
(ET)
analyze
environmental
impacts
agriculture.
Furthermore,
estimate
NDVI
(a
proxy
primary
production)
Ecosystem
Services
Supply
Index
(ESSI),
a
synoptic
indicator
that
estimates
provision
regulating
ES
related
water
carbon
dynamics
annual
dynamics.
RESULTS
AND
CONCLUSIONS
We
identified
14
with
overall
precision
between
0.85
0.95.
Winter
were
better
crops.
Compared
native
grasslands,
different
generated
increase
albedo
surface
temperature
while
tended
be
higher
had
per
year.
productivity
(NDVI)
supply
(ESSI)
variables
showed
greatest
variability.
Schemes
cover
pastures
would
allow
maintaining
functioning,
suggest
need
preserve
expand
area
covered
production
keep
soil
for
much
SIGNIFICANCE
This
work
allowed
us
evaluate
effect
supply,
information
interest
future
design,
planning
implementation
sustainable
development
schemes.
Journal of Environmental Management,
Journal Year:
2023,
Volume and Issue:
337, P. 117707 - 117707
Published: March 27, 2023
In
southern
Europe,
land
abandonment
and
an
unbalanced
investment
toward
fire
suppression
instead
of
prevention
has
gradually
increased
wildfire
risk,
which
calls
for
a
paradigm
change
in
management
policies.
Here
we
combined
scenario
analysis,
landscape
modelling,
economic
tools
to
identify
land-use
policies
would
reduce
the
expected
wildfire-related
losses
Transboundary
Biosphere
Reserve
'Gerês-Xurés'
(Spain-Portugal).
To
do
so,
applied
least-cost-plus-net-value-change
approach
estimated
net
changes
damages
based
on
their
implications
2010–2050
period
five
ecosystem
services:
agriculture,
pasture,
timber,
recreation
climate
regulation.
Four
scenarios
were
considered:
(1)
Business
as
Usual
(BAU);
(2)
fire-smart,
fostering
more
fire-resistant
(less
flammable)
and/or
fire-resilient
landscapes
(fire-smart);
(3)
High
Nature
Value
farmlands
(HNVf),
wherein
extensive
agriculture
is
reversed;
(4)
combination
HNVf
fire-smart.
best
cost
savings,
but
it
generates
lowest
present
value
societal
benefits
from
fact,
most
efficient
with
discounted
costs
services
+
fire-smart
scenario,
also
savings
agricultural
expansion,
lead
significant
reduction
timber
recreational
benefits.
Therefore,
reverting
through
recultivation
promoting
tree
species
way
hazard.
this
sense,
payments
should
reward
farmers
landowners
role
prevention.
This
study
improves
understanding
financial
derived
reducing
spending
damage
by
undertaking
strategies,
can
be
essential
enhance
local
stakeholders'
support
Payments
Ecosystem
Services
Ecological Informatics,
Journal Year:
2024,
Volume and Issue:
82, P. 102757 - 102757
Published: Aug. 8, 2024
Wildfires
significantly
disturb
ecosystems
by
altering
forest
structure,
vegetation
ecophysiology,
and
soil
properties.
Understanding
the
complex
interactions
between
topographic
climatic
conditions
in
post-wildfire
recovery
is
crucial.
This
study
investigates
interplay
topography,
climate,
burn
severity,
years
after
fire
on
across
dominant
land
cover
types
(evergreen
forest,
shrubs,
grassland)
Pacific
Northwest
region.
Using
Moderate
Resolution
Imaging
Spectroradiometer
(MODIS)
data,
we
estimated
calculating
incremental
Enhanced
Vegetation
Index
(EVI)
change
during
post-fire
years.
A
machine
learning
algorithm,
random
(RF),
was
employed
to
map
relationships
input
features
(elevation,
slope,
aspect,
precipitation,
temperature,
fire)
target
(incremental
EVI
recovery)
for
each
type.
Variable
importance
analysis
partial
dependence
plots
were
generated
understand
influence
of
individual
features.
The
observed
predicted
values
showed
good
matches,
with
R2
0.99
training
0.89–0.945
testing.
found
that
climate
variables,
specifically
precipitation
most
important
overall,
while
elevation
played
significant
role
among
factors.
Partial
revealed
lower
tended
cause
a
reduction
varying
temperature
ranges
types.
These
findings
can
aid
developing
targeted
strategies
management,
considering
responses
different
topographic,
climatic,
severity
Fire,
Journal Year:
2025,
Volume and Issue:
8(2), P. 51 - 51
Published: Jan. 26, 2025
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.
Fire Ecology,
Journal Year:
2023,
Volume and Issue:
19(1)
Published: Nov. 7, 2023
Abstract
Background
Climate
change
is
altering
the
fire
regime
and
compromising
post-fire
recovery
of
vegetation
worldwide.
To
understand
factors
influencing
cover
restoration,
we
calculated
in
200,000
hectares
western
Mediterranean
forest
burned
by
268
wildfires
over
a
27-year
period
(1988–2015).
We
used
time
series
Tasseled
Cap
Transformation
Brightness
(TCTB)
spectral
transformation
Landsat
imagery
to
calculate
recovery.
Then,
quantified
importance
main
drivers
(climate,
severity,
topography)
along
an
aridity
gradient
(semi-arid,
sub-humid,
humid)
using
Random
Forest
models.
Results
In
most
models
(99.7%),
drought
duration
was
important
factor,
negatively
affecting
especially
extremes
gradient.
Fire
severity
second
factor
for
recovery,
with
its
effect
varying
gradient:
there
positive
relationship
between
sub-humid
humid
areas,
while
semi-arid
areas
showed
opposite
pattern.
Topographic
variables
were
least
driver
had
marginal
on
Additionally,
exhibited
low
mean
rate,
indicating
limitations
short-term
after
fire.
Conclusions
Our
study
highlights
key
role
that
plays
basin
and,
particularly,
forests
located
climatically
extreme
areas.
The
results
suggest
predicted
increase
coupled
higher
frequency
intensity
large
fires
may
modify
structure
composition
ecosystems.
analysis
provides
relevant
information
evaluate
design
adaptive
management
strategies
hotspots
Remote Sensing,
Journal Year:
2024,
Volume and Issue:
16(2), P. 230 - 230
Published: Jan. 6, 2024
Climate-driven
changes
in
fire
regimes
are
expected
across
the
pan-Arctic
region.
Trends
arctic
fires
thought
to
be
generally
increasing;
however,
mapping
region
is
far
from
comprehensive
or
systematic.
We
developed
a
new
detection
workflow
and
built
dataset
of
unrecorded
tundra
Canada
using
Landsat
data.
reference
spectral
indices
previously
mapped
northern
train
Random
Forest
model
for
detecting
between
1986
2022.
In
addition,
we
used
time
series
information
each
pixel
reduce
false
positives
narrow
large
search
space
down
finite
set
regions
that
had
experienced
changes.
found
209
undetected
Arctic
sub-Arctic
regions,
increasing
burned
area
by
approximately
30%.
The
median
size
was
small,
with
roughly
3/4
being
<100
ha
size.
majority
newly
detected
(69%)
did
not
have
satellite-derived
hotspots
associated
them.
presented
here
commission
error-free
can
viewed
as
future
analyses.
Moreover,
improvements
updates
will
leverage
these
data
improve
outlined
here,
particularly
small
low-severity
fires.
These
facilitate
broader
analyses
examine
trends
environmental
drivers
Such
could
begin
untangle
mechanisms
driving
heterogeneous
responses
climate
observed
Circumpolar
North.