Sensors,
Journal Year:
2025,
Volume and Issue:
25(8), P. 2362 - 2362
Published: April 8, 2025
Traditional
farming
has
evolved
from
standalone
computing
systems
to
smart
farming,
driven
by
advancements
in
digitalization.
This
led
the
proliferation
of
diverse
information
(IS),
such
as
IoT
and
sensor
systems,
decision
support
farm
management
(FMISs).
These
often
operate
isolation,
limiting
their
overall
impact.
The
integration
IS
into
connected
is
widely
addressed
a
key
driver
tackle
these
issues.
However,
it
complex,
multi-faceted
issue
that
not
easily
achievable.
Previous
studies
have
offered
valuable
insights,
but
they
focus
on
specific
cases,
individual
certain
aspects,
lacking
comprehensive
overview
various
dimensions.
systematic
review
74
scientific
papers
addresses
this
gap
providing
an
digital
technologies
involved,
levels
types,
barriers
hindering
integration,
available
approaches
overcoming
challenges.
findings
indicate
primarily
relies
point-to-point
approach,
followed
cloud-based
integration.
Enterprise
service
bus,
hub-and-spoke,
semantic
web
are
mentioned
less
frequently
gaining
interest.
study
identifies
discusses
27
challenges
three
main
areas:
organizational,
technological,
data
governance-related
Technologies
blockchain,
spaces,
AI,
edge
microservices,
service-oriented
architecture
methods
solutions
for
governance
interoperability
insights
can
help
enhance
interoperability,
leading
data-driven
increases
food
production,
mitigates
climate
change,
optimizes
resource
usage.
Agriculture,
Journal Year:
2023,
Volume and Issue:
13(8), P. 1593 - 1593
Published: Aug. 11, 2023
Precision
agriculture
employs
cutting-edge
technologies
to
increase
agricultural
productivity
while
reducing
adverse
impacts
on
the
environment.
is
a
farming
approach
that
uses
advanced
technology
and
data
analysis
maximize
crop
yields,
cut
waste,
productivity.
It
potential
strategy
for
tackling
some
of
major
issues
confronting
contemporary
agriculture,
such
as
feeding
growing
world
population
environmental
effects.
This
review
article
examines
latest
recent
advances
in
precision
including
Internet
Things
(IoT)
how
make
use
big
data.
aims
provide
an
overview
innovations,
challenges,
future
prospects
smart
farming.
presents
current
state
most
innovations
technology,
drones,
sensors,
machine
learning.
The
also
discusses
main
challenges
faced
by
management,
adoption,
cost-effectiveness.
Smart Agricultural Technology,
Journal Year:
2024,
Volume and Issue:
8, P. 100459 - 100459
Published: April 15, 2024
The
transition
from
traditional
agriculture
to
Digital
Agriculture
involves
various
elements
that
make
it
challenging.
Given
the
different
contexts
and
particularities,
this
paper
aims
identify
analyze
primary
factors
barriers
adopting
Agriculture,
promote
an
understanding
of
transition.
By
conducting
a
bibliometric
assessment
analyzing
case
studies,
results
show
economic
condition,
availability
technological
infrastructure,
technical
knowledge,
age
farmers,
type
organization,
reliability
technology,
concerns
about
security
privacy
are
important
in
Agriculture.
study
also
reveals
limitation
linked
data
sources
used
their
preparation
by
studies.
This
finding
existence
gap
literature
concerning
scarcity
indicators
capable
measuring
adoption
digital
while
at
same
time
providing
perspective
devoid
producer
bias.
Furthermore,
considering
insights
provided
identification
analysis
those
barriers,
policymakers
can
tailor
policies
address
specific
challenges
widespread
technologies
agriculture.
Sustainability,
Journal Year:
2024,
Volume and Issue:
16(7), P. 2664 - 2664
Published: March 24, 2024
Agricultural
technology
integration
has
become
a
key
strategy
for
attaining
agricultural
sustainability.
This
study
examined
the
of
in
practices
towards
sustainability,
using
Greece
as
case
study.
Data
were
collected
questionnaire
from
240
farmers
and
agriculturalists
Greece.
The
results
showed
significant
positive
effect
on
with
p-values
indicating
strong
statistical
relevance
(types
used:
p
=
0.003;
factors
influencing
adoption:
0.001;
benefits
integration:
0.021).
These
highlight
effects
that
cutting-edge
like
artificial
intelligence,
Internet
Things
(IoT),
precision
agriculture
have
improving
resource
efficiency,
lowering
environmental
effects,
raising
yields.
Our
findings
cast
doubt
conventional
dependence
intensive,
resource-depleting
farming
techniques
point
to
move
toward
more
technologically
advanced,
sustainable
approaches.
research
advances
conversation
by
showcasing
how
well
may
improve
sustainability
Greek
agriculture.
emphasizes
significance
infrastructure
investment,
supporting
legislation,
farmer
education
order
facilitate
adoption
technology.
Sustainability,
Journal Year:
2024,
Volume and Issue:
16(11), P. 4431 - 4431
Published: May 23, 2024
Governments
globally
aim
to
boost
productivity
and
enhance
farmers’
livelihoods,
addressing
challenges
like
climate
change,
food
security,
labor
shortages
through
digital
technologies.
However,
adoption
rates
in
developing
countries
remain
low
due
uncertainties
regarding
expected
returns
obstacles
stemming
from
subjective
objective
factors
among
farmers.
This
study
takes
China
as
a
case
examine
the
internal
external
influencing
growers’
intensity
of
technology
its
impact
on
enhancing
economic
benefits,
aiming
provide
valuable
insights
for
promotion
other
regions.
employs
mixed-methods
approach,
integrating
qualitative
quantitative
methodologies,
utilizing
data
Shandong
Liaoning
provinces.
The
findings
underscore
significant
role
knowledge,
compatibility,
government
support,
competitive
pressure
driving
growers,
with
male
growers
those
managing
larger
cultivation
areas
demonstrating
higher
intensity.
Digital
technologies
can
benefits
by
reducing
input
costs,
increasing
yields,
improving
quality,
30.4%
increase
each
unit
Technology
promoters
use
these
awareness,
highlight
practical
offer
agricultural
socialized
services
promote
adoption.
International Journal of Science and Research (IJSR),
Journal Year:
2024,
Volume and Issue:
13(7), P. 737 - 745
Published: July 5, 2024
Farm
automation,
in
particular,
has
brought
about
tremendous
changes
agriculture
as
a
result
of
the
rapid
growth
technology.This
study
investigates
farm
automation's
current
state,
recent
developments,
new
trends,
and
potential
applications
India.
The
illustrates
effects
automation
on
agricultural
productivity
sustainability
by
looking
at
integration
modern
technologies
like
robotics,
precision
farming,
Internet
Things.
A
consideration
governmental
regulations,
technical
advancements,
contribution
academic
institutions
to
movement
are
all
included
study.
findings
indicate
that
India
increased
crop
yields
25-40%
levels
lower
northeastern
areas
greater
northwestern
regions.
also
identifies
important
shift
toward
environmentally
friendly
solutions
expanding
significance
digital
technology
agriculture.
Although
great
potential,
discusses
technological,
societal,
economic
obstacles
prevent
it
from
being
widely
used.
Lastly,
offers
strategic
insights
policy
recommendations
accelerate
adoption,
with
ultimate
goal
supporting
India's
industry.
Advances in environmental engineering and green technologies book series,
Journal Year:
2025,
Volume and Issue:
unknown, P. 431 - 468
Published: Jan. 3, 2025
This
chapter
emphasizes
the
integration
of
IoT
and
computer
vision
technology
improving
precision
farming
also
highlights
crucial
role
that
real-time
data
processing
plays
in
farm
robots.
According
to
research
studies,
enhances
efficiency
operations.
The
spraying
can
be
even
more
accurate
by
up
20%
operating
costs
reduced
12%.
In
addition
discussing
topics
like
accuracy
cybersecurity,
this
still
addressed
benefits
for
crop
monitoring
autonomous
form
instantaneous
feedback.
further
explains
some
future
areas
under
AI,
climate-smart
behaviors,
emergent
technology.
Some
takeaway
points
are
there
is
so
much
potential
greatly
increase
agricultural
output
sustainability
through
these
advancements.
Apart
from
that,
it
includes
requirements
continuous
innovation
adaptations
technologies
ensure
they
meet
today's
agriculture
needs.
Sustainability,
Journal Year:
2023,
Volume and Issue:
15(13), P. 10201 - 10201
Published: June 27, 2023
This
research
analyzes
digital
transformation
and
tourism
development
in
Indonesia
based
on
policies
issued
by
the
central
government.
The
policy
was
period
1879–2022,
or,
precisely,
during
Dutch
colonial
until
COVID-19
pandemic.
study
aims
to
analyze
that
are
historically
linked,
as
well
their
implications
for
future.
We
trends
times
of
pandemic
method
used
this
is
content
analysis
analyzing
texts
quantitatively
(number
a
certain
time)
qualitatively
(topics
content).
dataset
obtained
contains
87
with
various
forms
policies.
found
linkage
between
development,
especially
toward
transformation.
In
addition,
period,
both
reached
highest
number
compared
previous
years.
allows
more
supportive
be
born
coming
years
implies
opportunities
establishing
use
technology
management.
Discover Agriculture,
Journal Year:
2024,
Volume and Issue:
2(1)
Published: Nov. 7, 2024
Abstract
Precision
agriculture,
a
transformative
farming
approach,
has
gained
prominence
due
to
advancements
in
digital
technologies.
This
paper
explores
the
multifaceted
landscape
of
precision
focusing
on
its
tangible
benefits,
challenges,
and
future
directions.
Purpose
Amidst
growing
interest
this
aims
provide
comprehensive
analysis
various
aspects.
Specifically,
it
seeks
elucidate
benefits
agriculture
optimizing
resource
utilization,
enhancing
crop
health,
promoting
sustainability.
Moreover,
examines
challenges
faced
implementation
proposes
directions
overcome
these
obstacles.
Findings
Through
review
existing
literature
case
studies,
presents
nuanced
understanding
agriculture's
impact
farming,
livestock
production,
economic
outcomes,
environmental
It
identifies
key
such
as
data
security,
costs,
regulatory
frameworks,
while
also
highlighting
innovative
solutions
promising
field.
Originality
To
best
our
knowledge,
represents
rigorous
attempt
comprehensively
analyze
with
focus
original
contributions
By
synthesizing
research
offering
insights
into
directions,
adds
emerging
knowledge
base
surrounding
potential
revolutionize
modern
practices.
