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
a
comprehensive
understanding
of
transition.
By
conducting
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
crucial
in
Agriculture.
study
also
reveals
limitation
linked
data
sources
used
their
preparation
by
studies.
This
finding
unequivocally
existence
gap
literature
concerning
scarcity
indicators
capable
measuring
adoption
digital
while
at
same
time
providing
perspective
devoid
producer
bias.
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.
Journal of Islamic marketing,
Journal Year:
2025,
Volume and Issue:
unknown
Published: Jan. 2, 2025
Purpose
This
study
aims
to
comprehensively
identify
and
categorize
key
indicators
for
halal-sustainable
supply
chain
management
(HSSCM)
tailored
small-
medium-sized
enterprises
(SMEs)
in
the
food
sector,
emphasizing
economic,
environmental
social
sustainability.
Design/methodology/approach
paper
uses
integrated
approaches
such
as
decision-making
trial
evaluation
laboratory,
interpretative
structural
model
MICMAC
investigate
interconnectedness
between
environmental,
halal-specific
criteria
sector
SMEs.
Findings
highlights
16
crucial
HSSCM
SMEs
within
industry,
organized
into
categories.
The
total
relationship
matrix
shows
important
interdependencies
indicators,
like
operational
costs
logistics,
underscoring
necessity
a
comprehensive
approach.
Additionally,
cause-effect
diagram
self-interaction
(SSIM)
illustrate
hierarchical
relationships
among
these
aiding
strategic
planning
decision-making.
Originality/value
integrates
broader
range
of
reveals
complex
dependencies
critical
managing
halal
chains
effectively.
also
offers
robust
framework
integrating
practices
sustainability,
supporting
adopting
ethical,
environmentally
conscious
business
strategies.
Results in Engineering,
Journal Year:
2023,
Volume and Issue:
21, P. 101724 - 101724
Published: Dec. 29, 2023
This
comprehensive
review
article
illuminates
Morocco's
proactive
response
to
climate
change
challenges
over
the
past
decades.
Faced
with
drought
episodes
akin
other
Mediterranean
countries,
Morocco
contends
significant
water
stress,
boasting
limited
resources
estimated
at
20
billion
cubic
meters
and
an
annual
per
capita
consumption
of
700
m3.
The
country
experiences
a
temperature
surge
0.3–2.5
°C,
coupled
decreased
precipitation,
heightening
impact
on
resources.
plans
40
%
reduction
in
emissions
by
2030
(18.3
unconditional,
27.2
conditional
international
aid)
impressive
77
decrease
2050
compared
Business
as
Usual
levels.
study
offers
comprehensive,
groundbreaking
analysis,
representing
first
low-carbon
strategy
energy
initiatives.
It
meticulously
examines
155
research
papers
through
Preferred
Reporting
Items
for
Systematic
Reviews
Meta-Analyses
(PRISMA)
methodology,
categorizing
solutions
into
engineering
managerial
domains.
Covering
power,
transport,
building,
industry,
agriculture,
provides
taxonomy
solutions,
including
renewable
energy,
auditing,
efficiency,
sufficiency,
digitalization
management.
Simultaneously,
ranging
from
education
subsidies
policy
reforms,
are
detailed.
These
contribute
standing
leader
action
clean
transition.
Despite
these
contributions,
acknowledges
potential
limitations,
reliance
available
literature
regional
variations
solution
applicability.
Nonetheless,
it
serves
foundational
resource
understanding
endeavors
addressing
promoting
sustainable
practices.
Computers and Electronics in Agriculture,
Journal Year:
2024,
Volume and Issue:
221, P. 108924 - 108924
Published: April 16, 2024
Since
the
launch
of
"Generative
Pre-trained
Transformer
3.5",
ChatGPT
by
Open,
artificial
intelligence
(AI)
has
been
a
main
discussion
topic
in
public.
Especially
large
language
models
(LLM),
so
called
"intelligent"
chatbots,
and
possibility
to
automatically
generate
highly
professional
technical
texts
get
high
attention.
Companies,
as
well
researchers,
are
evaluating
possible
applications
how
such
powerful
LLM
can
be
integrated
into
daily
work
bring
benefits,
improve
their
business
or
make
research
outcome
more
efficient.
In
general,
underlying
trained
on
datasets,
mainly
sources
from
websites,
online
books
articles.
combination
with
information
provided
user,
model
give
an
impressively
fast
response.
Even
if
range
questions
answers
look
unrestricted,
there
limits
models.
this
paper,
use
cases
for
agricultural
tasks
elucidated.
This
includes
textual
preparation
facts,
consulting
tasks,
interpretation
decision
support
plant
disease
management,
guides
tutorials
integrate
modern
digital
techniques
work.
Opportunities
challenges
described,
limitations
insufficiencies.
The
authors
describe
map
easy-to-reach
topics
agriculture
where
integration
LLMs
seems
very
likely
within
next
few
years.
Revista de Gestão Social e Ambiental,
Journal Year:
2025,
Volume and Issue:
19(1), P. e011107 - e011107
Published: Feb. 4, 2025
Objective:
The
objective
of
this
study
is
to
investigate
the
impact
technological
innovations,
especially
Internet
Things
(IoT),
on
optimization
agricultural
production
and
sustainability
Brazilian
agribusiness,
focusing
AgTechs
challenges
they
face.
Theoretical
Framework:
analyzes
current
context
agribusiness
in
Brazil,
identifying
its
main
characteristics
trends.
It
examines
Agriculture
4.0
implementation
potential
IoT
with
practical
examples
benefits.
also
characterizes
AgTechs,
exploring
growth
opportunities
broad
encounter.
Method:
Utilizing
a
qualitative,
exploratory
approach
based
narrative
literature
review,
relevant
articles,
theses,
reports
from
last
10
years
use
innovation
were
analyzed.
Results
Discussion:
results
indicate
that
offers
significant
benefits
at
all
stages
production;
however,
face
social,
technological,
economic,
regulatory
obstacles,
highlighting
need
for
public
policies
funding
large-scale
adoption.
Research
Implications:
research
suggests
aimed
improving
rural
infrastructure
encouraging
adoption
are
essential,
small
producers.
Originality/Value:
This
contributes
by
role
4.0.
originality
lies
analysis
faced
startups
application
these
innovations.
value
promoting
adoption,
productivity,
sector.
Sustainability,
Journal Year:
2025,
Volume and Issue:
17(8), P. 3676 - 3676
Published: April 18, 2025
This
study
aims
to
identify
and
analyze
the
adoption
of
digital
agriculture
in
Latin
America,
focusing
on
Brazil,
by
examining
barriers
drivers
across
diverse
biomes.
It
identifies
key
factors
influencing
technology
integration
using
a
mixed-methods
approach,
including
literature
review
empirical
data
from
selected
Brazilian
municipalities.
The
central
include
limited
literacy,
financial
constraints,
labor
shortages,
service
provider
accessibility,
infrastructure
inadequacies.
Drivers
encompass
productivity
gains,
cost
reduction,
improved
management,
availability,
producer
education.
research
highlights
need
for
strategic
policy
interventions
address
these
barriers,
enhancing
infrastructure,
connectivity.
Overcoming
challenges
is
crucial
realizing
transformative
potential
promoting
productivity,
sustainability,
economic
development
region.
Frontiers in Sustainable Food Systems,
Journal Year:
2024,
Volume and Issue:
8
Published: Jan. 29, 2024
The
agri-food
sector
worldwide
is
the
most
important
for
life.
recent
pandemic
made
it
clear
that
best
way
to
resist,
overcome
and
adapt
health
problems
by
maintaining
a
healthy,
adequate
balanced
diet.
Currently,
food
comes
almost
entirely
from
systems,
problem
subordinated
an
economic
scientific
model
with
very
interests
objectives.
In
this
sense,
aim
of
work
was
carry
out
analysis
logic,
dynamics
relationship
between
science,
technology,
wellbeing
perspective
Social
Studies
Science
Technology.
With
what
intended
contribute
debate
on
future
strategic
transformation
systems.
As
first
point,
exploration
evolution
trends
science
technology
in
carried
out.
Next,
developed
importance
systems
ways
which
they
have
been
configured.
Subsequently,
main
implications
damage
caused
current
regime
are
addressed.
Based
above,
some
alternatives
proposed
improve
nutrition,
wellbeing.
These
imply,
one
hand,
profound
reconfiguration
technological
orienting
them
toward
reproduction
Secondly,
as
consequence
reorganization
social
To
achieve
this,
advisable
design
policy
promotes
sustainable
integrate
broad
research
groups
allow
addressing
these
proposing
different
perspectives.
Finally,
implement
dissemination
programs
relationships,
controversies,
tensions
exist
development
sector,
having
true
impact
society
genuine
appropriation
knowledge.
