Remote Sensing,
Год журнала:
2024,
Номер
16(23), С. 4369 - 4369
Опубликована: Ноя. 22, 2024
Urban
green
spaces
(UGSs)
are
integral
to
urban
ecosystems,
providing
multiple
benefits
human
well-being.
However,
previous
studies
mainly
focus
on
the
quantity
or
quality
of
UGSs,
with
less
emphasis
a
comprehensive
analysis.
This
study
systematically
examined
spatiotemporal
UGS
dynamics
in
Pearl
River
Delta
agglomeration
(PRDUA)
China
from
perspectives
area,
spatial
configuration,
and
quality,
using
high
resolution
(30
m)
Landsat-derived
land-cover
data
Normalized
Difference
Vegetation
Index
(NDVI)
during
1985–2021.
Results
showed
area
both
old
districts
expanded
areas
across
all
nine
cities
PRDUA
has
experienced
dramatic
reduction
1985
2021,
primarily
due
conversion
cropland
forest
into
impervious
surfaces.
Spatially,
fragmentation
trend
UGSs
initially
increased
then
weakened
around
2010
cities,
but
an
inconsistent
process
different
areas.
In
districts,
was
loss
large
patches;
contrast,
it
caused
by
division
patches
most
cities.
The
area-averaged
NDVI
general
upward
nearly
greening
more
prevalent
than
that
areas,
suggesting
negative
impacts
urbanization
have
been
balanced
positive
effects
climate
change,
urbanization,
initiatives
PRDUA.
These
findings
indicate
does
not
necessarily
correspond
improvement
states.
We
therefore
recommend
incorporating
three-dimensional
analytical
framework
ecological
monitoring
construction
efforts
obtain
understanding
states
support
effective
infrastructure
stewardship.
Earth system science data,
Год журнала:
2024,
Номер
16(8), С. 3601 - 3685
Опубликована: Авг. 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,
Год журнала:
2025,
Номер
17(2), С. 273 - 273
Опубликована: Янв. 14, 2025
The
intensification
of
climate
change
and
the
implementation
territorial
spatial
planning
policies
have
jointly
increased
complexity
future
carbon
storage
changes.
However,
impact
on
under
remains
unclear.
Therefore,
this
study
aims
to
reveal
potential
impacts
sequestration,
providing
decision
support
for
addressing
optimizing
planning.
We
employed
FLUS
model,
InVEST
variance
partitioning
analysis
(VPA)
method
simulate
15
different
scenarios
that
combine
Xiamen
in
2035,
quantify
individual
combined
ecosystem
sequestration.
results
showed
(1)
by
Xiamen’s
capacity
is
expected
range
from
32.66
×
106
Mg
33.00
various
scenarios,
reflecting
a
decrease
2020
levels;
(2)
conducive
preserving
storage,
with
urban
development
boundary
proving
be
most
effective;
(3)
greatly
affected
change,
RCP
4.5
more
effective
than
8.5
maintaining
higher
levels
storage;
(4)
influence
sequestration
consistently
exceeds
particularly
high-emission
where
regulatory
effect
especially
significant.
Nature Communications,
Год журнала:
2024,
Номер
15(1)
Опубликована: Окт. 24, 2024
Improvements
in
high-resolution
satellite
remote
sensing
and
computational
advancements
have
sped
up
the
development
of
global
datasets
that
delineate
urban
land,
crucial
for
understanding
climate
risks
our
increasingly
urbanizing
world.
Here,
we
analyze
land
cover
patterns
across
spatiotemporal
scales
from
several
such
current-generation
products.
While
all
show
a
rapidly
world,
with
nearly
tripling
between
1985
2015,
there
are
substantial
discrepancies
area
estimates
among
products
influenced
by
scale,
differing
definitions,
methodologies.
We
discuss
implications
these
use
cases,
including
monitoring
hazards
modeling
urbanization-induced
impacts
on
weather
regional
to
scales.
Our
results
demonstrate
importance
choosing
fit-for-purpose
examining
specific
aspects
historical,
present,
future
urbanization
sustainable
development,
resource
allocation,
quantification
impacts.
Rapidly
increasing
human-nature
interactions
exacerbate
the
risk
of
exposure
to
wildfires
for
human
society.
The
wildland-urban
interface
(WUI)
represents
nexus
interactions,
where
natural
hazards
such
as
wildfire
is
most
pronounced.
However,
quantifying
long-term
global
WUI
change
and
corresponding
driving
factors
at
fine
resolution
remain
challenging.
Here,
we
mapped
analyzed
30-meter
in
2000,
2010,
2020.
Our
analysis
revealed
that
expanded
by
35.6%
since
reaching
1.93
million
square
kilometer
Notably,
85%
this
growth
occurred
between
2010
increase
was
primarily
driven
unprecedented
expansion
urbanization,
contributing
an
additional
589,914
WUI.
In
addition,
number
small
fires
occurring
areas
has
increased
substantially
2010.
These
findings
underscore
rising
society
highlight
urgency
implementing
tailored
fire
management
strategies
areas.
Fire and Materials,
Год журнала:
2025,
Номер
unknown
Опубликована: Янв. 9, 2025
ABSTRACT
The
hot‐particle
ignition
is
a
common
cause
of
wildland
and
building
fires.
This
study
investigates
the
three
typical
fuels
(straw,
pine
needles,
cotton)
in
wildland‐urban
interface
(WUI)
by
hot
metal
particle
different
temperatures
void
ratios.
In
absence
wind,
cotton
easiest,
where
flame
occurs
directly
without
clear
smoldering.
As
becomes
hollow,
required
minimum
temperature
for
igniting
smaller,
because
longer
contact
time
between
fuel
surface.
Once
ignited,
flaming
weakest,
with
mass
loss
less
than
25%
an
intensive
charring.
burning
straw
needles
intense,
large
height
very
little
residue.
Materials
finer
thinner
structure
like
are
easy
to
initiate
while
hard
sustain
smoldering
ignition.
hollow‐structure
or
large‐porosity
materials
prone
under
weaker
spot
heating
source.
fast‐cooling
particles
cannot
induce
all
WUI
fuels,
requires
effective
duration.
helps
understand
propensity
subsequent
flame‐spread
process,
which
supports
fire
protection
design
communities.
Abstract
The
increasing
frequency
and
severity
of
natural
disasters,
driven
by
climate
change
anthropogenic
activities,
pose
unprecedented
challenges
to
emergency
response
agencies
worldwide.
Satellite
remote
sensing
has
become
a
critical
tool
for
providing
timely
accurate
data
aid
in
disaster
preparedness,
response,
recovery.
This
Commentary
explores
the
role
satellite
managing
climate‐driven
highlighting
use
technologies
such
as
Synthetic
Aperture
Radar
(SAR)
creating
damage
proxy
maps.
These
maps
are
instrumental
assessing
impacts
guiding
efforts,
demonstrated
2023
Wildfires
Hawaii.
Despite
promise
these
tools,
remain,
including
need
rapid
processing,
automation
pipelines,
robust
international
collaborations.
future
missions
composing
Earth
System
Observatory,
upcoming
NASA‐ISRO
SAR
mission,
represents
significant
advancement
with
its
global
coverage
frequent,
detailed
measurements.
study
emphasizes
importance
continued
investment
advanced
cooperation
enhance
capabilities,
ultimately
building
more
resilient
community.
Fire and Materials,
Год журнала:
2025,
Номер
unknown
Опубликована: Фев. 9, 2025
ABSTRACT
In
recent
years,
wildfires
in
residential
regions
have
increasingly
inflicted
significant
economic
and
social
losses.
Preemptive
measures
can
reduce
the
damage
to
public
infrastructure
lessen
these
impacts.
Rapid
evaluation
of
structures
after
wildfire
is
crucial
for
investigating
overall
scope
establishing
an
effective
disaster
mitigation
strategy.
However,
conducting
assessments
involves
detailed
on‐site
examinations,
which
require
considerable
time
workforce.
Furthermore,
qualitative
be
subjective
prone
error.
To
overcome
shortcomings,
this
study
suggests
a
practical
methodology
performing
housing
using
deep
learning
technology.
The
applications
three
different
image
sources
areas
are
analyzed
compared
as
follows:
uncrewed
aerial
systems
imagery,
satellite
imagery.
Notably,
combinations
were
considered
from
training
stage,
impact
changes
data
when
applied
each
source
was
comprehensively
investigated.
Key
results
reveal
achievable
accuracies
depending
on
various
remote
sensing
used
application
phases.
This
expected
provide
researchers
working
with
fundamental
resource
comprehensive
use
valuable
insights
into
decision‐making
process
responders.