Frontiers in Sustainable Food Systems,
Год журнала:
2023,
Номер
6
Опубликована: Март 8, 2023
Recent
developments
have
emphasized
the
need
for
agrifood
systems
to
move
beyond
a
production-oriented
approach
recognize
agriculture
as
part
of
broader
system
that
prioritizes
livelihoods,
social
equity,
diets,
and
climate
environmental
outcomes.
At
same
time,
knowledge
base
is
growing
exponentially.
Using
artificial
intelligence
machine
learning
approaches,
we
reviewed
more
than
1.2
million
publications
from
past
20
years
assess
current
landscape
agricultural
research
taking
place
in
low-
middle-income
countries.
The
result
clearer
picture
what
has
been
conducted
on
small-scale
farming
post-production
2000
present,
where
persistent
evidence
gaps
exist.
We
found
greatest
focus
literature
economic
outcomes,
such
productivity,
yield,
incomes.
There
also
some
emphasis
identifying
measuring
However,
noticeable
data
exist
focused
nutrition
diet,
gender
inclusivity.
Journal of Sensor and Actuator Networks,
Год журнала:
2024,
Номер
13(4), С. 39 - 39
Опубликована: Июль 8, 2024
This
paper
explores
the
potential
of
smart
crop
management
based
on
incorporation
tools
like
digital
agriculture,
which
considers
current
technological
applied
in
such
as
Internet
Things
(IoT),
remote
sensing,
and
artificial
intelligence
(AI),
to
improve
production
efficiency
sustainability.
is
essential
context
varying
climatic
conditions
that
affect
availability
resources
for
agriculture.
The
integration
IoT
sensor
networks
can
allow
farmers
obtain
real-time
data
their
crops,
assessing
key
health
factors,
soil
conditions,
plant
water
status,
presence
pests,
environmental
among
others,
finally
result
data-based
decision-making
optimize
irrigation,
fertilization,
pest
control.
Also,
this
be
enhanced
by
incorporating
drones
unmanned
aerial
vehicles
(UAVs),
increase
monitoring
capabilities
through
comprehensive
field
surveys
high-precision
growth
tracking.
On
other
hand,
big
analytics
AI
are
crucial
analyzing
extensive
datasets
uncover
patterns
trends
provide
valuable
insights
improving
agricultural
practices.
highlights
advancements
applications
management,
addressing
challenges
barriers
global
adoption
these
new
types
technologies
emphasizing
need
ongoing
research
collaboration
achieve
sustainable
efficient
production.
Journal of Agriculture and Food Research,
Год журнала:
2024,
Номер
18, С. 101286 - 101286
Опубликована: Июль 9, 2024
Digitalisation
in
agriculture
is
transforming
the
way
farming
practised
worldwide,
and
its
potential
benefits
for
smallholder
farmers
sub-Saharan
Africa
(SSA)
are
particularly
promising.
Yet,
scientific
evidence
on
digital
technologies
utilised
by
food
producers
SSA
associated
challenges
still
needs
improvement.
This
review
attempts
to
provide
a
thorough
overview
of
currently
being
employed
while
also
exploring
opportunities.
Through
systematic
literature
search,
27
relevant
studies
were
analysed
identify
region-wise
current
technologies,
challenges,
Results
show
that
various
employed,
including
extension
services
marketing
agricultural
products.
These
improve
access
information
markets
enhance
productivity.
However,
hinder
widespread
adoption.
Limited
internet
connectivity,
low
literacy,
inadequate
infrastructure,
affordability
issues
impede
progress.
Gender
disparities
further
limit
equitable
distribution
digitalisation
benefits.
Despite
these
significant
opportunities
arise
from
adopting
technologies.
The
advantages
market
access,
better
decision-making
capabilities,
increased
income
livelihoods.
offers
transformative
possibilities
SSA.
Overcoming
barriers
such
as
limited
connectivity
literacy
crucial.
By
harnessing
can
offer,
livelihoods
be
uplifted,
contributing
growth
Agricultural Systems,
Год журнала:
2024,
Номер
215, С. 103882 - 103882
Опубликована: Янв. 31, 2024
Digital
innovations
can
enhance
the
participation
of
often-marginalized
social
groups
–
including
women
and
resource-poor
farmers
in
low-
middle-income
countries
sustainable,
profitable
food
systems.
But
digital
interventions
also
reinforce
existing
inequities
by
further
increasing
competitive
advantage
user
privileged
with
literacy,
access
to
smartphones,
or
high
investment
capacity.
To
ensure
that
transformation
Global
South
leaves
no
one
behind,
therefore,
deliberate
efforts
are
needed
promote
inclusivity
emerging
innovations.
date,
however,
there
is
a
lack
practical
guidelines
tools
critically
assess,
demonstrate,
systems
interventions.
Too
often,
remains
blurry
concept
distant
objective.
In
result,
development
researchers
practitioners
have
limited
incentives
for
investing
time
effort
into
safeguarding
inclusivity.
With
this
short
communication,
we
intend
contribute
future,
practice-oriented
discussions
about
development-oriented
sustainable
We
provide
critical
reflection
on
current
discourse
around
inclusion
context
outline
challenges
opportunities
considering
design
deployment
system
Drawing
literature
as
well
authors'
own
experiences
implementation
within
research-for-development,
highlight
'blind
spots'
country
context.
then
develop
suggestions
overcoming
these
limitations.
propose
concrete
agenda
enabling
other
innovation
stakeholders,
donors,
more
inclusive
countries.
First,
standard
procedure
required
transparently
assessing
services.
Second,
many
stakeholders
work
under
resource
constraints,
simple
help
them
effectively
consider
criteria
during
solutions.
Lastly,
stronger
emphasis
throughout
research-for-development
system,
ensuring
processes
themselves
inclusive,
rather
than
only
final
products.
As
importance
keeps
growing
wider
agricultural
discourse,
article
helps
gain
conceptual
clarity
goal
inclusion.
Through
how
could
be
considered
practice,
promotes
equitable,
Frontiers in Marine Science,
Год журнала:
2024,
Номер
11
Опубликована: Апрель 8, 2024
This
study
establishes
a
three-party
evolutionary
game
model
that
includes
marine
ranch
firms,
consumers,
and
the
government,
with
focus
on
digital
transformation
pattern
of
ranching.
Subsequently,
researchers
conduct
gaming
simulation
to
analyze
government
subsidy
strategy
in
The
following
findings
are
derived:
(1)
Government
subsidies
have
potential
facilitate
ranches,
benefiting
both
supply
demand
sides.
positively
influence
firms
involvement
consumers
this
process.
(2)
from
system
demonstrate
alterations
cost–benefit
dynamics
each
participant
lead
adjustments
steady
state,
thereby
prompting
adapt
its
optimal
strategy.
(3)
More
not
always
better.
Excessive
will
destroy
stability
system,
which
is
conducive
realization
digitization
ranch.
(4)
Subsidizing
more
effective
driving
than
subsidizing
firms.
Subsidies
whereas
contributes
stability.
Global Food Security,
Год журнала:
2024,
Номер
41, С. 100763 - 100763
Опубликована: Апрель 26, 2024
There
is
growing
optimism
about
the
potential
of
digital
innovations
to
support
climate
action
and
transform
agricultural
markets.
We
review
characterize
landscape
in
Central
West
Asia
North
Africa
(CWANA)
region.
highlight
major
success
stories
associated
with
facilitate
rural
market
transformation
action,
including
adaptation
mitigation.
Our
desk
identifies
various
used
Egypt,
Morocco,
Uzbekistan.
then
create
a
typology
based
on
seven
broad
service
categorizations:
weather
climate;
finance;
energy
early
warning
systems;
data
crowdsourcing;
information
place;
extension
advisory
information;
supply
chain
coordination.
Three
technical
validation
workshops
supplement
this
review.
shows
that
have
build
resilience
change
increase
access,
but
their
adoption
remains
low
varying
across
contexts.
Significant
heterogeneity
differences
exist
these
countries,
possibly
due
different
institutional
regulatory
frameworks
guide
demand
capacity.
identify
several
demand-side
constraints
facing
ecosystem
existence
significant
divide
fueled
by
gender,
literacy
gaps,
related
socioeconomic
psychosocial
constraints.
A
seeming
disconnect
also
exists
between
pilots
scale-ups,
as
most
existing
applications
are
unsuccessful
expanding
beyond
pilot
phase.
Agriculture,
Год журнала:
2025,
Номер
15(2), С. 119 - 119
Опубликована: Янв. 7, 2025
The
fourth
agricultural
revolution
(or
Agriculture
4.0)
promises
to
lead
the
way
an
sector
that
is
smarter,
more
efficient,
and
environmentally
socially
responsible.
Digital
data
generating
tools
are
seen
as
critical
enablers
for
this
transformation
expected
make
farming
planned,
predictive,
productive,
efficient.
To
vision
a
reality,
producers
will
first
adopt
use
technologies,
but
easier
said
than
done.
Barriers
such
limited
digital
infrastructure,
low
(digital)
literacy,
incomes,
socio-cultural
norms
major
factors
causing
sub-optimal
access
of
technologies
among
smallholder
farmers.
Beyond
these
challenges
usage,
evidence
exists
support
notion
extant
add
enough
value
provide
substantial
benefits
targeted
In
paper,
we
unravel
insights
from
six-year
agriculture
innovation
project
which
was
implemented
develop
deploy
multi-modal
control
banana
disease.
By
reaching
over
272,200
farmers
in
Rwanda
through
smartphone
app,
unstructured
supplementary
service
data,
chatbot,
other
ancillary
channels,
assessed
various
assumptions
regarding
intrinsic
motivation,
incentives,
skills
retention
target
tool
users.
These
suggest
embedding
requires
intentional
user-engagement,
proper
incentivization
next-users,
communication
foster
adoption.
We
present
ten
(10)
salient,
non-exhaustive,
lessons
showcase
realities
developing
delivering
extended
period,
spanning
ideation,
development,
testing
scaling
stages.
relevant
broad
audience,
including
stakeholders
across
space
who
can
utilize
our
experiential
notes
guide
development
deployment
similar
innovations
improved
outcomes
systems.
Agriculture,
Год журнала:
2025,
Номер
15(3), С. 258 - 258
Опубликована: Янв. 24, 2025
Digital
innovation
in
agriculture
has
become
a
powerful
force
the
modern
world
as
it
revolutionizes
agricultural
sector
and
improves
sustainability
efficacy
of
farming
practices.
In
this
context,
study
examines
effects
digital
technology,
reflected
by
economy
society
index
(DESI),
on
key
performance
metrics,
including
output
real
labor
productivity
per
person.
The
paper
develops
strong
analytical
method
for
quantifying
these
associations
using
predictive
models,
such
exponential
smoothing,
ARIMA,
artificial
neural
networks.
fully
illustrates
how
economic
technological
components
interact,
productivity,
output,
GDP
capita.
results
demonstrate
that
technologies
significantly
impact
productivity.
These
findings
illustrate
importance
transformation
modernizing
improving
agriculture’s
overall
efficacy.
study’s
conclusion
highlights
necessity
integrating
technology
into
policy
to
address
problems
nurture
sustainable
growth
sector.