Cogent Food & Agriculture,
Год журнала:
2025,
Номер
11(1)
Опубликована: Янв. 7, 2025
Accurate
insights
into
the
spatial
distribution
of
cultivated
areas,
land
use
for
effective
agricultural
management,
and
improvement
food
security
planning,
especially
in
developing
countries.
Therefore,
this
study
examined
impact
changes
population
growth
on
wheat
crop
productivity.
First,
by
incorporating
more
than
three
decades
satellite
data
(1990–2022)
different
Landsat
missions
with
machine
learning
algorithms,
high-confidence
classes
were
defined
features,
including
cropland.
Second,
grown
area
was
identified
using
cropland
extraction
based
acreage
assessment
method
(CLE-WAAM).
Third,
dynamics
applying
an
exponential
model
to
forecast
predict
demand.
These
findings
necessitate
integrated
methodological
development
demand
supply
mechanisms
two-step
floating
catchment
(2SFCA)
approach
a
thorough
analysis
socioeconomic
developments.
The
results
revealed
that
transformed
non-cropland,
percentage
8.01.
A
79%
rise
occured
between
1990
2022,
projected
increase
112%
2030.
Specifically,
cultivation
decreased
28%,
despite
stagnant
parameters
observed
since
2000.
proposed
contributes
efficiently
United
Nations'
sustainable
goal
(02:
Zero
Hunger)
satellite,
geospatial,
statistical
integration.
Sustainability,
Год журнала:
2022,
Номер
14(21), С. 13910 - 13910
Опубликована: Окт. 26, 2022
Institutional
quality,
financial
development,
and
natural
resources
primarily
determine
how
economic
representatives
support
their
operational
production
behaviors
towards
escalating
the
renewable
energy
share
in
whole
mix
protecting
ecological
quality.
In
this
way,
paper
is
first
to
investigate
influence
of
institutional
resources,
on
growth
environment
simultaneously
China
from
1996
2020.
The
cointegration
approaches
verify
presence
a
long-run
association
between
selected
variables.
autoregressive
distributed
lag
model
outcomes
reveal
that
quality
utilization
greatly
diminish
footprint.
At
same
time,
other
prospective
indicators
such
as
expansion
significantly
enhance
footprint
levels
short-
long-run.
Furthermore,
expansion,
energy,
trigger
growth.
Besides
this,
study
has
revealed
unidirectional
causal
contrast,
bidirectional
causality
occurs
footprint,
current
research
results
offer
some
policy
implications
will
help
reduce
detrimental
environmental
deprivation,
without
hindering
trajectory
case
China.
