International Journal of Power Electronics and Drive Systems/International Journal of Electrical and Computer Engineering,
Год журнала:
2023,
Номер
14(1), С. 732 - 732
Опубликована: Ноя. 14, 2023
This
article
explores
the
relationship
between
forest
cover
and
coronavirus
disease
2019
(COVID-19)
cases
in
Colombia
using
remote
sensing
techniques
data
analysis.
The
study
focuses
on
CORINE
land
methodology's
five
main
categories:
artificial
territory,
agricultural
territories,
forests
semi-natural
areas,
humid
water
surfaces.
research
methodology
involves
several
phases
of
unified
method
analytical
solutions
for
mining
(ASUM-DM).
Data
COVID-19
are
collected
from
Colombian
National
Institute
Health
Advanced
Land
Observation
Satellite
(ALOS
PALSAR),
respectively.
is
processed
QGIS
software.
results
indicate
an
inverse
cases,
as
evidenced
by
Pearson's
index
ρ
-0.439
(p-value
<0.012).
In
addition,
a
negative
correlation
observed
case
density
one
categories.
findings
this
suggest
that
higher
associated
with
lower
numbers
Colombia.
could
potentially
inform
government
organizations
policymakers
implementing
strategies
policies
conservation
inclusion
green
areas
densely
populated
urban
areas.
Heliyon,
Год журнала:
2023,
Номер
9(9), С. e19773 - e19773
Опубликована: Сен. 1, 2023
Since
2019,
COVID-19
has
triggered
a
renewed
investigation
of
the
urban
environment
and
disease
outbreak.
While
results
have
been
inconsistent,
it
observed
that
quantity
green
spaces
(UGS)
is
correlated
with
risk
COVID-19.
However,
spatial
pattern
largely
ignored,
especially
on
community
scale.
In
high-density
communities
where
difficult
to
increase
UGS
quantity,
could
be
crucial
predictive
variable.
Thus,
this
study
investigated
relative
contribution
patterns
at
scale
using
random
forest
(RF)
regression
model
based
(n
=
44)
in
Wuhan.
Findings
suggested
8
indicators
can
explain
35%
COVID-19,
four
metrics
contributed
most
were
core,
edge,
loop,
branch
whereas
least.
The
potential
mechanisms
between
are
discussed,
including
influence
space
residents'
social
distance
environmental
factors
community.
This
offers
new
perspective
optimizing
for
public
health
sustainable
city
design
combat
pandemics
inspire
future
research
specific
relationship
therefore
help
establish
pandemics.
