International Journal of Computing and Digital Systems,
Journal Year:
2023,
Volume and Issue:
14(1), P. 10433 - 10446
Published: Oct. 20, 2023
Artificial
intelligence
has
been
incorporated
into
modern
agriculture
to
increase
agricultural
output
and
resource
efficiency.Utilizing
deep
learning,
particularly
convolutional
neural
networks,
for
recognizing
diagnosing
plant
diseases
is
tempting.In
parallel,
drone
integration
in
precision
accelerated,
providing
new
potential
crop
monitoring,
map
creation,
targeted
treatments.This
study
analyzes
over
100
significant
research
articles
published
between
2018
2023,
examining
the
interaction
drones
artificial
identifying
diseases.We
begin
by
explaining
value
of
sensor
technology
carefully
mapping
area.The
various
CNN
architectures
drone-based
approaches
essential
precise
illness
detection
diagnosis
are
then
highlighted
a
thorough
review.Our
highlights
how
this
combination
can
transform
managed
completely.This
emphasizes
conceptual
underpinnings
fusion,
even
if
fulfilling
promise
needs
additional
investigation.In
conclusion,
we
expect
changing
paths
direct
improvements
field
integrate
AI,
drones,
pathology
coherent
framework
with
consequences.
Journal of Cloud Computing Advances Systems and Applications,
Journal Year:
2022,
Volume and Issue:
11(1)
Published: Sept. 8, 2022
Abstract
Industry
4.0
has
been
provided
for
the
last
10
years
to
benefit
industry
and
shortcomings;
finally,
time
5.0
arrived.
Smart
factories
are
increasing
business
productivity;
therefore,
limitations.
In
this
paper,
there
is
a
discussion
of
opportunities
as
well
limitations
future
research
prospects.
changing
paradigm
brings
resolution
since
it
will
decrease
emphasis
on
technology
assume
that
potential
progress
based
collaboration
among
humans
machines.
The
industrial
revolution
improving
customer
satisfaction
by
utilizing
personalized
products.
modern
with
paid
technological
developments,
required
gaining
competitive
advantages
economic
growth
factory.
paper
aimed
analyze
applications
5.0.
At
first,
definitions
advanced
technologies
in
revolution.
There
also
enabled
like
healthcare,
supply
chain,
production
manufacturing,
cloud
etc.
discussed
big
data
analytics,
Internet
Things,
collaborative
robots,
Blockchain,
digital
twins
6G
systems.
study
included
difficulties
issues
examined
head
comprehend
caused
organizations
robots
people
assembly
line.
Agriculture,
Journal Year:
2023,
Volume and Issue:
13(9), P. 1856 - 1856
Published: Sept. 21, 2023
It
is
crucial
to
increase
agricultural
yields
fulfill
the
rising
demand
for
food
and
security
it
provides
a
growing
population.
To
protect
human
supplies
outputs,
disease
management
essential.
Plant
infections
are
silent
enemy
of
economic
crop
production
cross-border
commerce
goods,
inflicting
roughly
20–30%
losses
year.
If
accurately
rapidly
detected
identified,
this
can
be
minimized,
specialized
treatment
given.
The
current
methods
preventing
plant
diseases
utterly
dependent
on
agrochemicals,
which
have
adverse
effects
ecosystem.
By
improving
their
solubility,
lengthening
shelf
life,
lowering
toxicity,
nanotechnology
help
reduce
harmful
pesticides
fungicides
in
sustainable
environmentally
responsible
way.
Engineered
nanoparticles
used
control
either
by
using
nanoparticle
itself
or
as
carrier
antibiotics.
Regardless
many
prospective
benefits
nanoparticles,
few
nanoparticle-based
products
been
made
commercially
available
use
more
widespread
applications.
For
rapid
accurate
spotting
diseases,
combination
systems
with
molecular
diagnostics
acts
an
alternative
where
detection
may
taken
portable
miniaturized
appliance.
minimizing
application
chemicals
adopting
quick
identification
infections,
might
sustainably
minimize
issues
control.
This
review
outlines
tools
techniques
diagnosis
explains
how
works,
along
prospects
future
protection.
Agronomy,
Journal Year:
2023,
Volume and Issue:
13(6), P. 1600 - 1600
Published: June 13, 2023
The
agricultural
sector
is
a
vital
source
of
human
well-being
that
provides
the
necessities
daily
life.
A
variety
farming
systems
are
utilized
in
agriculture,
such
as
wide
range
tillage
options,
no-till,
agroforestry,
precision
farming,
organic
cover
cropping,
crop
rotations,
etc.
Each
these
has
unique
challenges,
and
nanotechnology
successfully
improved
on
many
them.
Agricultural
applications
include
nanofertilizers,
nanopesticides,
nanosensors,
nanobiotechnology,
nanoremediation.
This
study
focuses
application
nano-farming
technologies
to
different
systems.
Suggested
practices
nano
improvement
soil
quality,
nano-protection
under
biotic
stress,
nanoremediation
polluted
water
environments,
nanomanagement
agro-wastes,
nano-agrochemicals,
nano-precision
nanobiotechnology
for
modern
farming.
review
also
addresses
expected
problems
may
occur
due
over
nanomaterials
systems,
nanopollution
nanotoxicity
agroecosystem
compartments.
Several
dimensions
emphasized
this
study,
green
energy,
sustainable
development,
circular
bioeconomy,
land
biodegradation,
pollution,
one
health
approach,
essential
global
goals
development.
Nanofarming
presents
both
benefits
obstacles
exact
balance
between
challenges
needs
more
study.
Frontiers in Plant Science,
Journal Year:
2025,
Volume and Issue:
15
Published: Jan. 17, 2025
Ensuring
global
food
security
and
achieving
sustainable
agricultural
productivity
remains
one
of
the
foremost
challenges
contemporary
era.
The
increasing
impacts
climate
change
environmental
stressors
like
drought,
salinity,
heavy
metal
(HM)
toxicity
threaten
crop
worldwide.
Addressing
these
demands
development
innovative
technologies
that
can
increase
production,
reduce
impacts,
bolster
resilience
agroecosystems
against
variation.
Nanotechnology,
particularly
application
nanoparticles
(NPs),
represents
an
approach
to
strengthen
enhance
sustainability
agriculture.
NPs
have
special
physicochemical
properties,
including
a
high
surface-area-to-volume
ratio
ability
penetrate
plant
tissues,
which
enhances
nutrient
uptake,
stress
resistance,
photosynthetic
efficiency.
This
review
paper
explores
how
abiotic
impact
crops
role
in
bolstering
resistance
challenges.
main
emphasis
is
on
potential
boost
tolerance
by
triggering
defense
mechanisms,
improving
growth
under
stress,
yield.
demonstrated
addressing
key
challenges,
such
as
leaching,
declining
soil
fertility,
reduced
yield
due
poor
water
management.
However,
applying
must
consider
regulatory
concerns,
accumulation,
non-target
organisms,
consumer
perceptions
NP-enhanced
products.
To
mitigate
land
should
be
integrated
with
precision
agriculture
technologies,
allowing
targeted
nano-fertilizers
nano-pesticides.
Although
further
research
necessary
assess
their
advantages
address
present
promising
cost-effective
for
enhancing
future.
Scientific Reports,
Journal Year:
2022,
Volume and Issue:
12(1)
Published: Sept. 24, 2022
Abstract
Titanium
dioxide
nanoparticles
(TiO
2
NPs)
were
prepared
by
Caricaceae
(Papaya)
Shell
extracts.
The
Nanoparticles
analyzed
UV–Vis
spectrums,
X-ray
diffractions,
and
energy-dispersive
X-rays
spectroscopy
analyses
with
a
scanning
electron
microscope.
An
antifungal
study
was
carried
out
for
TiO
NP
in
contradiction
of
S.
sclerotiorums
,
R.
necatrixs
Fusarium
classes
that
verified
sophisticated
inhibitions
ratio
(60.5%).
Germs
pea
individually
preserved
numerous
concentrations
NPs.
experience
NPs
(20%,
40%,
80%
100%),
as
well
mechanisms
instigated
momentous
alterations
seed
germinations,
roots
interval,
shoot
lengths,
antioxidant
enzymes,
investigated.
Associated
controls,
the
supreme
seeds
plant
growth
perceived
treatments
Super-oxide
dis-mutase
catalase
activities
increased
because
treatments.
This
advocates
may
considerably
change
metabolisms
germinations.