Research Square (Research Square),
Journal Year:
2024,
Volume and Issue:
unknown
Published: Jan. 22, 2024
Abstract
Vegetation
is
affected
by
the
complex
urban
environment.
Exploring
vegetation
change
trends
from
an
urban-rural
gradient
perspective
can
help
understand
response
of
to
urbanization
and
provide
scientific
basis
for
predicting
future
change.
Based
on
Landsat
data
processed
in
Google
Earth
Engine
(GEE)
environment,
Enhanced
Index
(EVI)
Guanzhong
Plain
agglomeration
2000
2020
was
calculated,
EVI
analyzed
different
city
sizes.
Then,
impacts
biogeochemical
driving
factors
land
cover
changes
trend
were
investigated.
The
results
showed
that:
(1)
had
a
"V"-shaped
characteristic
along
with
gradient.
cores
(UC),
new
towns
(UNT),
fringes
(UF),
rural
(RF),
backgrounds
(RB)
0.0459
±
0.0080/10a,
0.0347
0.0093/10a,
-0.0090
0.0121/10a,
0.0738
0.0075/10a
0.0817
0.0082/10a,
respectively.
(2)
From
sizes,
UC,
UNT,
UF
increased
as
size
increased.
respectively
0.0333
0.0058/10a,
0.0281
0.0077/10a,
−
0.0189
0.0082/10a
small
0.0520
0.0091/10a,
0.0402
0.0120/10a,
0.0114
0.0042/10a
megacities.
(3)
UC
mainly
(UBD),
its
contribution
rate
51.9%.
UNT
UBD,
background
drivers
(BBD)
expansion
or
densification
(UED),
which
rates
37.2%,
30.7%,
29.6%,
UED,
RF
RB
BBD,
70.2%
94.0%,
(4)
UBD
generally
in-creased
above
indicate
that
jointly
regulate
agglomeration,
assess
impact
environmental
regions.
Sustainability,
Journal Year:
2023,
Volume and Issue:
15(6), P. 4912 - 4912
Published: March 9, 2023
Modeling
land
use
and
cover
(LULC)
change
is
important
for
understanding
its
spatiotemporal
trends
plays
a
crucial
role
in
planning
natural
resources
management.
To
this
end,
study
assessed
the
characteristics
of
LULC
changes
Urumqi
city
between
1980
2020.
In
addition,
future
was
successfully
projected
2030
2050
under
different
scenarios
based
on
FLUS
model.
This
model
validated
using
actual
simulated
data
The
kappa
coefficient
figure
merit
simulation
results
2020
were
0.87
0.114,
respectively,
indicating
that
accuracy
satisfactory.
demonstrated
grassland
major
type,
with
area
accounting
more
than
50%
area.
From
to
2020,
urban
greatly
expanded,
while
decreased
significantly.
Urban
increased
from
353.51
km2
884.27
km2,
7903.4
7414.92
significant
transitions
mainly
occurred
grasslands,
cultivated
lands
lands.
Grassland
converted
into
land,
resulting
rapid
expansion
over
last
40
years.
1990
2000,
an
341.08
km2.
Finally,
showed
expected
increase
all
three
scenarios,
forest
are
effectively
protected
Cultivated
Land
Protection
Scenario
(CPS)
Ecological
(EPS)
compared
Baseline
(BLS).
2035
City
arid
semi-arid
regions
northwest
China
model,
which
has
not
been
investigated
previous
studies.
Ecological Indicators,
Journal Year:
2023,
Volume and Issue:
158, P. 111312 - 111312
Published: Dec. 1, 2023
Urban
agglomerations
are
important
spatial
carriers
for
regional
economic
development,
but
sustained
urban
expansion
has
triggered
a
series
of
issues
such
as
conflicts
between
"people
and
land"
"built-up
areas
green
spaces".
However,
many
studies
have
rarely
incorporated
spatiotemporal
patterns
driving
mechanism
into
scenario
simulation
growth,
also
overlooked
subsequent
discussions
on
the
specific
integration
results
with
planning.
Considering
case
Min
Delta
Region,
this
study
analyzes
evolution
based
multi-source
data
explore
influential
using
Random
forest
algorithm.
A
combination
Markov
FLUS
models
was
used
to
dynamically
simulate
future
growth
patterns.
The
showed
that
1)
From
1995
2015,
increased
by
2.26
times,
showing
trend
first
accelerating
then
slowing
down.
It
discovered
there
is
an
anisotropy
toward
in
trajectory
growth.
2)
With
marginal
increase
enclave
increase,
general
observed
be
changing
from
diffusion
agglomeration,
hotspots
mainly
located
southeast
coastal
area.
3)
Humanistic
links,
geographic
position,
social
considerations
all
played
role
development
region,
can
summarized
"four
forces"
model.
4)
By
2035,
continuous
built-up
area
main
body
will
basically
formed,
incorporating
ecological
restrictions
effectively
restrain
growth's
encroachment
spaces.
Based
results,
region
gradually
structure
single
core
dual
mode,
multi-center
networked
mode.
This
would
serve
multi-angle
decision-making
reference
protection
planning
management,
scientific
foundation
high-quality
region.
Ecological Indicators,
Journal Year:
2023,
Volume and Issue:
154, P. 110791 - 110791
Published: Aug. 10, 2023
Rapid
urbanization
significantly
affects
vegetation
growth
in
urban
environments.
Responses
of
to
at
high
spatial
resolutions
and
long
temporal
ranges
are
still
unclear,
especially
ecologically
fragile
areas.
Here,
we
explored
impacts
on
across
China's
Loess
Plateau
(CLP)
from
2000
2020
a
resolution
30
m.
Urbanization
annual
maximum
Normalized
Difference
Vegetation
Index
(NDVI)
agglomerations,
provincial
capital
cities,
also
the
whole
CLP
experienced
rapid
increase
over
this
period;
NDVI
(NDVImax)
areas
decreased
before
2011
but
increased
afterward
reach
its
value
2018,
non-urban
areas,
significant
was
found
between
2020.
NDVImax
with
reduction
were
mostly
distributed
area.
A
total
97.56%,
53.66%,
80.49%,
100%
all
cities'
core,
urbanization,
urban,
respectively,
indicated
an
during
2000–2020.
For
97.56%
(40/41)
cities
CLP,
increases
stronger
than
detected
these
cities.
In
general,
most
(29/41)
had
positive
trends
greater
50%.
The
generally
increasing
development
intensity
(UDI)
along
five
agglomerations.
These
findings
have
important
implications
for
understanding
vegetation,
management,
IEEE Transactions on Geoscience and Remote Sensing,
Journal Year:
2023,
Volume and Issue:
61, P. 1 - 16
Published: Jan. 1, 2023
Coal,
as
a
traditional
energy
source,
has
made
remarkable
contributions
to
global
economic
development.
However,
surface
coal
mining
brings
series
of
eco-environmental
problems.
Therefore,
it
is
crucial
obtain
the
distribution
information
mines.
Due
diverse
appearance
mines
and
complex
background
environments,
very
challenging
identify
at
large
scale.
Exposed
an
important
indicator
mining.
Spectral
indices
based
on
satellite
images
possess
advantages
simplicity
high
efficiency.
In
this
study,
Coal
Index
(ECI)
was
proposed.
It
enables
accurate
identification
exposed
The
effectiveness
ECI
investigated
in
four
typical
mine
regions
across
world.
Through
spectral
analysis,
two
key
characteristics
spectra
were
discovered
(i.e.,
flat
shape
visible
near-infrared
range
low
reflectance
band).
utilized
these
features
successfully
differentiate
from
various
land
cover
types
all
study
cases.
results
showed
that
effective
visual
evaluation,
separability
mapping,
with
superior
performance
than
three
previously
proposed
indices.
can
also
be
perfectly
applied
Landsat
8
images,
demonstrating
its
excellent
generalization
capability.
addition,
compared
datasets,
provided
more
comprehensive
distribution.
simple,
robust,
expected
provide
strong
support
for
regional
resource
management
sustainable
Forests,
Journal Year:
2024,
Volume and Issue:
16(1), P. 53 - 53
Published: Dec. 31, 2024
This
study
investigated
post-fire
vegetation
recovery
in
Algeria’s
Tenira
forest
using
statistical
traits
(PCA),
RFM,
and
LANDIS-II
spatial
analysis.
The
dataset
included
satellite
imagery
environmental
variables
such
as
precipitation,
temperature,
slope,
elevation,
spanning
over
a
decade
(2010–2020).
is
composed
of
Mediterranean
species
(36.5%);
the
biological
types
encountered
are
dominated
by
therophytes
(39.19%).
Ninety
fire
outbreaks
were
recorded,
resulting
loss
1400.56
ha
surface
area.
Following
PCA
results,
elevation
main
drivers
(PC1
explained
43%
alone,
with
first
five
principal
components
accounting
for
90%
observed
variance,
reflecting
significant
gradients).
Based
on
these
components,
an
RFM
predicted
overall
accuracy
70.5%
(Cost-Sensitive
Accuracy),
Quantity
Disagreement
3.1%,
Allocation
76%,
highlighting
misallocation
primary
source
errors.
evaluation
also
identified
PC4
(species
richness)
PC3
(elevation)
predictors,
collectively
>50%
variation
recovery.
In
analysis
LANDIS-II,
growth
vegetation,
mainly
mid-altitude
areas,
was
shown
to
be
stronger,
consisting
those
areas
being
more
diverse.
As
result,
it
demonstrated
connection
between
richness
capability.
These
findings
can
useful
developing
management
development
strategy,
well
proposing
actions
after
fire,
construction
firebreaks
or
introduction
fireproof
species,
make
resistant
weather
changes
ecosystems.