This
paper
investigates
the
combined
effect
of
green
finance
and
digital
financial
inclusion
on
agricultural
carbon
emissions
in
31
Chinese
provinces
from
2011
to
2020
using
bidirectional
fixed-effects
regression,
moderation
mechanism
analysis,
Two-Stage
Least
Squares
instrumental
methods.
The
study
reveals
that
decreases
while
increases
emissions.
analysis
shows
plays
a
negative
role
moderating
impact
reducing
AgriEngineering,
Journal Year:
2023,
Volume and Issue:
5(1), P. 488 - 505
Published: Feb. 26, 2023
The
emergence
of
precision
and
digital
livestock
farming
presents
an
opportunity
for
sustainable
animal
practices
that
enhance
welfare
health.
However,
this
transformation
modern
through
technology
has
several
implications
the
technological,
social,
economic,
environmental
aspects
farming.
It
is
crucial
to
analyze
ethical
considerations
associated
with
digitalization
farming,
particularly
in
context
human–animal
relationships
potential
objectification.
This
analysis
can
help
develop
frameworks
improving
promoting
sustainability
One
primary
concerns
a
divide
between
farmers
who
have
access
advanced
technologies
those
do
not.
could
lead
disparity
health
outcomes
different
groups
animals.
Additionally,
use
artificial
intelligence
may
loss
personal
connection
animals,
which
impact
animal’s
well-being.
Another
concern
objectification
animals
as
mere
data
points.
sensors
other
monitoring
provide
valuable
on
behavior,
but
it
important
remember
are
sentient
beings
complex
emotional
social
needs.
should
not
neglect
or
lack
human
responsibility
toward
Furthermore,
becomes
essential
while
integrating
overcome
ethics.
By
considering
cultural
societal
norms
communities,
we
ensure
does
undermine
these
values.
To
address
challenges,
development
standards
codes
conduct
adoption
implementation
tools
platforms
prioritized.
alleviate
privacy
stakeholders
improve
practices.
virtual
augmented
reality
way
interactions
more
personalized
care
further
welfare.
Sustainability,
Journal Year:
2024,
Volume and Issue:
16(2), P. 735 - 735
Published: Jan. 15, 2024
Digital
agriculture
serves
as
a
pivotal
means
of
ushering
in
innovative
agricultural
practices
and
achieving
sustainable
development.
Although
digitalization
has
received
increasing
attention,
the
unbalanced
development
regional
disparities
digital
are
still
key
obstacles
to
Based
on
data
31
provinces
China
from
2013
2021,
this
study
evaluates
level
China,
further
analyzes
distribution
pattern,
spatial
characteristics,
transition
probabilities
perspective.
The
index
system
is
constructed
five
aspects:
infrastructure,
talent
resources,
informatization,
digitization
production
processes,
efficiency.
Among
these,
infrastructure
resources
reflect
needed
for
agriculture;
informatization
process
indicate
role
development;
efficiency
goal
development,
which
critical
criteria
its
evaluation.
weighted
analysis
method
objective
sequential
analysis,
combines
dynamic
indicators
relationships,
used
assign
weights
indicators.
In
addition,
address
agriculture,
kernel
density
estimation,
Moran’s
index,
(spatial)
Markov
chain
applied
analyze
evolution
China.
findings
reveal
substantial
within
particularly
Western
region,
where
lags
behind.
Moreover,
offers
actionable
policy
recommendations
policymakers
strengthen
cultivation,
well
other
aspects
mitigate
differences
provide
reference
emerging
countries.
Frontiers in Environmental Science,
Journal Year:
2024,
Volume and Issue:
12
Published: April 8, 2024
Digital
economy
is
being
closely
integrated
with
agricultural
development
and
tapping
into
its
unique
potential
to
alleviate
agriculture’s
carbon
emissions
To
explore
the
mechanism
of
how
digital
reduce
emissions,
this
paper
constructs
a
systematic
evaluation
method
extend
STIRPAT
model
panel
data
drawn
from
29
provinces
(or
municipalities
autonomous
regions)
in
Chinese
mainland
2013–2020.
The
results
show
that
rural
has
significant
negative
influence
on
CEs,
result
still
valid
given
robustness
tests.
Second,
alleviation
CEs
based
more
higher
technological
investment
zones
than
lower
zones,
central
eastern
regions
also
have
reduction
effect.
Third,
analysis
shows
green
technology
change
an
effective
means
promote
economy’s
This
not
only
provide
new
empirical
evidence
for
understanding
nexus
between
reduction,
but
give
constructive
policy
implication
improve
development.
Frontiers in Sustainable Food Systems,
Journal Year:
2025,
Volume and Issue:
9
Published: April 1, 2025
There
is
a
close
symbiotic
relationship
among
digital
finance,
rural
and
agriculture.
The
three
promote
influence
each
other
to
jointly
drive
revitalization
agricultural
modernization.
Using
panel
data
from
30
provinces
in
China
spanning
2015
2021,
this
paper
quantitatively
analyzes
the
dynamic
characteristics,
spatial
patterns,
driving
mechanisms
of
agriculture,
their
relationships
through
coupling
coordination
degree
model
(CCDM)
geographically
temporally
weighted
regression
(GTWR).
study
shows
that
between
finance
dominated
by
coordinate
quasi
relationship.
evolution
indices
diversified,
with
emergence
variety
patterns
such
as
continuously
declining,
fluctuating
upward,
relatively
stable,
L-shaped,
inverted
U-shaped,
W-shaped,
V-shaped,
tilted
Z-shaped,
M-shaped,
its
changes
exhibit
significant
variability,
agglomeration
correlation.
mechanism
complicated,
nature
intensity
factors
are
regional
time-varying.
Except
for
fiscal
self-sufficiency
rate,
which
plays
long-term
positive
promotion
role,
most
exert
mixed
effects
(both
promoting
negative
inhibitory).
For
reason,
it
recommended
government
should
change
trend
management,
balancing
weak
strong
interventions.
And
also
accelerate
transformation
development
policies
toward
policies,
scientifically
delineate
geographical
zones,
establish
alliances,
enable
leading
regions
demonstrate
exemplary
value,
while
helping
assisting
those
underdeveloped
quickly
achieve
breakthrough
areas
distinctive
advantages.
In
addition,
design
digitalization
policy
portfolio
according
mechanism,
focusing
on
synergistic
key
factors.
Frontiers in Environmental Science,
Journal Year:
2025,
Volume and Issue:
13
Published: May 19, 2025
Agricultural
activities
markedly
influence
China’s
goals
of
reaching
carbon
emission
peaks
and
achieving
neutrality.
This
study
explores
the
mechanisms
by
which
digitalization
in
agriculture
impacts
emissions
develops
a
corresponding
analytical
model.
It
examines
extent
agricultural
across
31
Chinese
provinces
from
2013
to
2020.
Empirical
findings
demonstrate
that
digital
practices
significantly
reduce
within
sector,
exhibiting
notable
spatial
spillover
effects.
Additionally,
green
technological
innovation
environmental
regulatory
frameworks
act
as
crucial
intermediary
factors.
The
efficacy
technologies
reducing
varies
regions,
showing
stronger
effects
inland
areas
primarily
engaged
grain
production,
compared
non-grain-producing
regions.
results
contribute
ongoing
discussions
on
pathways
for
mitigation
context
rapid
transformation
agriculture.
Furthermore,
emphasizes
necessity
addressing
externalities
pivotal
role
regulations
emissions,
aligning
with
ecological
governance
objectives.
Sustainability,
Journal Year:
2023,
Volume and Issue:
15(20), P. 14824 - 14824
Published: Oct. 12, 2023
Increasing
pressure
for
food
security
and
environmental
sustainability
has
highlighted
the
need
to
switch
from
conventional
agricultural
methods
advanced
practices.
Digital
technologies
are
considered
promising
solutions
sustainable
intensification
of
production
protection.
Despite
significant
promotional
efforts
initiated
in
recent
years
China,
adoption
rate
remains
low.
The
objective
this
study
is
gain
insight
into
factors
affecting
on-farm
digital
China
using
a
systematic
review
approach
that
analyzes
10
relevant
studies.
Data
regarding
methodological
aspects
results
extracted.
We
identify
19
key
drivers
related
socioeconomic,
agroecological,
technological,
institutional,
psychological,
behavioral
factors.
There
predominance
ex-ante
studies
use
stated
preference
methods.
conclude
with
discussion
design
policy
incentives
induce
technologies.
Additionally,
points
limitations
existing
research
suggests
approaches
can
be
adopted
future
investigations.
This
provides
meaningful
implications
development
promote
transformation
agriculture
China.