Health for the future: spatiotemporal CA-MC modeling and spatial pattern prediction via dendrochronological approach for nickel and lead deposition
Air Quality Atmosphere & Health,
Journal Year:
2025,
Volume and Issue:
unknown
Published: Jan. 28, 2025
Language: Английский
Land-Use Land-Cover Dynamics and Future Projections Using GEE, ML, and QGIS-MOLUSCE: A Case Study in Manisa
Sustainability,
Journal Year:
2025,
Volume and Issue:
17(4), P. 1363 - 1363
Published: Feb. 7, 2025
Urban
expansion
reshapes
spatial
patterns
over
time,
leading
to
complex
challenges
such
as
environmental
degradation,
resource
scarcity,
and
socio-economic
inequality.
It
is
critical
anticipate
these
transformations
in
order
devise
proactive
urban
policies
implement
sustainable
planning
practices
that
minimize
negative
impacts
on
ecosystems
human
livelihoods.
This
study
investigates
LULC
changes
the
rapidly
urbanizing
Manisa
metropolitan
area
of
Turkey
using
Sentinel-2
satellite
imagery
advanced
machine
learning
algorithms.
High-accuracy
maps
were
generated
for
2018,
2021,
2024
Random
Forest,
Support
Vector
Machine,
k-Nearest
Neighbors,
Classification
Regression
Trees
Among
these,
Forest
algorithm
demonstrated
superior
accuracy
consistency
distinguishing
land-cover
classes.
Future
scenarios
2027
2030
simulated
Cellular
Automata–Artificial
Neural
Network
model
QGIS
MOLUSCE
plugin.
The
results
indicate
significant
growth,
with
built-up
areas
projected
increase
by
23.67%
between
2030,
accompanied
declines
natural
resources
bare
land
water
bodies.
highlights
implications
regarding
ecological
balance
demonstrates
importance
integrating
simulation
models
forecast
use
changes,
enabling
management.
Overall,
effective
must
be
developed
manage
urbanization
conduct
a
balanced
manner.
Language: Английский
Identification of service center hierarchy for spatial planning directives in Ngargoyoso District, Karanganyar Regency
Gentur Adi Tjahjono,
No information about this author
Sekar Ayu Sukmawati
No information about this author
IOP Conference Series Earth and Environmental Science,
Journal Year:
2025,
Volume and Issue:
1462(1), P. 012042 - 012042
Published: March 1, 2025
Abstract
The
developmental
disparities
in
Ngargoyoso
Subdistrict
occur
among
villages/districts
evident
through
the
diversity
of
infrastructure
concentrated
at
several
points.
existence
service
centers
is
crucial
for
accelerating
regional
growth
and
development,
thus
optimizing
role
necessary.
objective
this
research
to
identify
analyze
dissemination
hierarchical
structures
spatial
orientation
based
on
Subdistrict.
methods
used
involve
scalogram
centrality
index
regions
with
high
hierarchy
as
economic
indicated
by
numerous
function
types
centrality.
findings
show
four
hierarchies
Level
I
located
Kemuning
Village
a
value
654.52,
III
Girimulyo
306.48
Berjo
205.42,
whereas
IV
includes
Segorogunung
34.60,
Nglegok
47.25,
Jatirejo
53.15,
Puntukrejo
146.16,
188.36.
priority
development
focused
IV,
guided
planning
guidelines
Karanganyar
Regency
Regional
Spatial
Plan.
Language: Английский
The Governance Process and the Influence on Heat Islands in the City of Quevedo, Coastal Ecuador
Sustainability,
Journal Year:
2024,
Volume and Issue:
17(1), P. 235 - 235
Published: Dec. 31, 2024
This
article
addresses
the
study
of
governance
process
and
influence
urban
heat
islands
in
city
Quevedo
on
coast
Ecuador,
thus
contributes
to
production
technical
scientific
information
with
a
view
their
mitigation.
To
identify
UHI
pattern
visualize
temperature
distribution
soil
surface,
light
intensity
patterns
surface
are
identified
by
digital
processing
Landsat
7
ETM
image.
The
NDVI,
NDSI,
SAVI
indices
were
also
calculated,
AQI
was
subsequently
obtained
using
weighted
numerical
cross-tabulation.
results
show
that
NDVI
indicators
correlated
each
other
present
strong
positive
classification
neighborhoods
special
areas
which
there
is
high
proportion
vegetation,
while
NSI
positively
areas.
greater
built-up
roads.
From
comprehensive
analysis
reviewed
indicators,
authors
derived
an
environmental
quality
index
explains
beneficial
effects
vegetation
negatively
detrimental
covered
cement.
Language: Английский