Computers and Electronics in Agriculture,
Год журнала:
2024,
Номер
221, С. 108924 - 108924
Опубликована: Апрель 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.
Sustainability,
Год журнала:
2021,
Номер
13(22), С. 12345 - 12345
Опубликована: Ноя. 9, 2021
Digitalization
of
agriculture
is
often
hailed
as
the
next
agricultural
revolution.
However,
little
yet
known
about
its
social
impacts
and
power
effects.
This
review
addresses
this
research
gap
by
analyzing
patterns
inequality
linked
to
development
adoption
digital
technologies
in
reviewing
strategies
developed
reduce
these
inequalities
challenge
relations
which
they
are
embedded.
Analysis
84
publications
found
through
a
systematic
literature
identified
five
inequality:
(1)
technology
development;
(2)
distribution
benefits
from
use
technologies;
(3)
sovereignty
over
data,
hardware
infrastructure;
(4)
skills
knowledge
(‘digital
literacy’);
(5)
problem
definition
problem-solving
capacities.
also
highlights
existence
emancipatory
initiatives
that
applying
existing
advance
alternative
visions
agriculture.
These
underscore
political
nature
agriculture;
however,
their
reach
still
quite
limited.
partly
due
fact
structural
represent
expressions
corporate
power.
From
such
perspective,
digitalization
not
‘revolution’
per
se;
rather,
mirror
reproduce
relations.
Journal of Rural Studies,
Год журнала:
2021,
Номер
86, С. 398 - 409
Опубликована: Июль 14, 2021
Understanding
the
complex
process
of
generational
renewal
(GR)
in
agriculture
is
essential
for
supporting
continuation
farming.
This
paper
demonstrates
how
multiple
factors,
simultaneously
and
through
their
mutual
interactions,
influence
GR
related
individual
decision-making
processes.
Results
originated
from
155
in-depth
interviews
performed
on
85
farms
eleven
European
regions,
were
triangulated
with
literature.
Our
analysis,
combining
inductive
deductive
approaches,
revealed
three
conceptual
phases
(successor
identity
formation,
farm
succession
process,
development)
fourteen
factors
important
to
understand
GR.
We
elaborate
these
interact,
hence
exert
impact
(one
of)
a
variable
way.
Implications
highlight
potential
pitfalls
opportunities
attracting
people
into
agriculture.
Although
policy-makers
should
be
aware
limited
ability
affect
by
targeting
first
phase,
we
propose
some
ideas
that
would
complement
current
existing
measures
acting
third
phase.
Environmental Innovation and Societal Transitions,
Год журнала:
2021,
Номер
41, С. 96 - 98
Опубликована: Окт. 12, 2021
•
Transition
scholars
devote
surprisingly
little
attention
to
the
sustainability
of
digitalization.
We
call
for
more
work
on
digitalization
in
transition
studies.
offer
a
number
perspectives
study
roles
transitions.
The Journal of Agricultural Education and Extension,
Год журнала:
2021,
Номер
27(3), С. 277 - 286
Опубликована: Май 27, 2021
The
field
of
research
on
agricultural
and
rural
extension
education,
also
referred
to
as
advisory
services
intermediaries,
has
always
engaged
with
different
aspects
the
spaces
in
which
a...
Agricultural Systems,
Год журнала:
2022,
Номер
204, С. 103558 - 103558
Опубликована: Ноя. 4, 2022
Digital
technologies
nowadays
play
a
major
role
in
innovation
within
the
agri-food
domain.
The
evolution
of
IT
systems
has
currently
arrived
at
level
that
involves
complex
integration
and
business
ecosystems
which
many
stakeholders
different
roles
are
involved.
A
new
paradigm
for
digital
is
needed
copes
with
this
increased
complexity.
This
paper
presents
an
empirically
informed
framework
analysing
designing
viable,
sustainable
research
based
on
series
European
large-scale
public-private
projects
from
2011
to
2021
total
budget
73
M€.
They
involved
hundreds
were
developing
large
number
solutions
through
ecosystem
was
formed.
In
longitudinal
study,
conceptual
used
analyse
these
describe
how
developed.
Lessons
learnt
translated
into
design
principles
organizational
approach
foster
agri-food.
consists
6
key
concepts:
(i)
strategy,
(ii)
organization,
(iii)
network
contains
(iv)
process
(v)
object
finally
(vi)
infrastructure.
Along
concepts,
lessons
21
derived
forming
basis
framework.
At
core
lean
multi-actor
trials
use
case
development
interacting
set
multidisciplinary
activities:
common
technical
collaboration
infrastructure,
identifying
value
streams
user
engagement,
engaging
right
partners
time
supported
by
strategic
project
planning
dynamic
management.
most
important
conclusion
effective,
successful
quick
appropriate
requires
actors
should
not
be
analysed
isolation
both
their
technological
environment.
Another
consequence
'minimal
viable
ecosystem'
only
emerges
after
considerable
time,
resources
ingenuity
invested
may
require
outside
(government)
intervention.
Results
can
public
private
diagnose
improve
develop
Sustainability,
Год журнала:
2022,
Номер
14(18), С. 11378 - 11378
Опубликована: Сен. 10, 2022
This
paper
used
the
entropy
method
to
measure
comprehensive
level
of
China’s
urban
regional
digital
economy
development
and
measured
transformation
upgrading
industrial
structures
from
both
quantitative
qualitative
dimensions.
Based
on
panel
data
271
prefecture-level
cities
in
China
2011
2018,
this
investigated
impact
transmission
mechanisms
through
a
fixed
effects
model,
mediating
effect
threshold
regression
model.
The
results
show
following:
First,
has
significant
positive
role
promoting
quantity
quality
structures,
stronger
explanatory
power
for
structures.
Second,
mechanism
analysis
shows
that
can
accelerate
by
stimulating
innovation.
Third,
model
nonlinear
characteristics.
Fourth,
heterogeneity.
It
greatest
western
region,
followed
central
region
eastern
region.
