Precision Agriculture,
Год журнала:
2024,
Номер
25(4), С. 1839 - 1856
Опубликована: Март 25, 2024
Abstract
Accurate
modeling
of
site-specific
crop
yield
response
is
key
to
providing
farmers
with
accurate
economically
optimal
input
rates
(EOIRs)
recommendations.
Many
studies
have
demonstrated
that
machine
learning
models
can
accurately
predict
yield.
These
also
been
used
analyze
the
effect
fertilizer
application
on
and
derive
EOIRs.
But
prediction
still
provide
highly
inaccurate
This
study
quantified
uncertainty
generated
when
using
methods
model
response.
The
uses
real
on-farm
precision
experimental
data
evaluate
influence
choice
algorithms
covariate
selection
EOIR
prediction.
winter
wheat,
inputs
considered
are
a
slow-release
basal
NPK
25–6–4
top-dressed
17–0–17.
Random
forest,
XGBoost,
support
vector
regression,
artificial
neural
network
were
trained
255
sets
covariates
derived
from
combining
eight
different
soil
properties.
Results
indicate
both
predicted
EOIRs
associated
gained
profits
sensitive
algorithm
selection.
coefficients
variation
all
possible
combinations
ranged
13.3
31.5%
for
fertilization
14.2
30.5%
top-dressing.
findings
while
be
useful
predicting
levels,
it
must
caution
in
making
rate
Annual Review of Resource Economics,
Год журнала:
2023,
Номер
15(1), С. 351 - 381
Опубликована: Июль 12, 2023
Agroecology
is
often
considered
as
the
ultimate
and
most
comprehensive
solution
to
many
challenges
of
agricultural
food
system,
also
referred
agri-food
system.
This
review
investigates
what
extent
agroecology
can
become
mainstream
model
for
transforming
agriculture
toward
more
sustainable
resilient
systems
within
given
economic
political
context.
We
find
that
enhancing
will
require
a
fully
integrated
multiscale
approach
from
farm
region
globe.
The
must
consider
relevant
processes
relationships,
actors
stakeholders
well
drivers,
sustainability
indicators,
respective
assessment
methods
across
all
scales.
Giving
specific
attention
drivers
related
economy,
technology,
policy
we
point
out
needs
be
economically
viable
farmers
other
system
actors.
In
particular,
new
emerging
technologies
digitalization
breeding
should
consideration
in
agroecological
transformation.
stress
need
an
analytical
operational
framework
adequate
design
suggest
six
areas
needed
support
large-scale
adoption
agroecology.
European Review of Agricultural Economics,
Год журнала:
2023,
Номер
50(4), С. 1277 - 1309
Опубликована: Июнь 27, 2023
Abstract
Digitalisation
is
rapidly
transforming
the
agri-food
sector.
This
paper
investigates
emerging
opportunities,
challenges
and
policy
options.
We
show
that
digital
innovations
can
contribute
to
more
sustainable
resilient
agricultural
systems.
For
example,
enable
increased
productivity,
reduced
environmental
footprints
higher
resilience
of
farms.
However,
these
optimistic
outcomes
increasing
digitalisation
sector
will
not
emerge
on
their
own,
but
this
development
comes
with
several
challenges,
costs
risks,
e.g.
in
economic,
social
ethical
dimensions.
provide
recommendations
explore
opportunities
avoid
risks.
Moreover,
we
discuss
implications
for
future
research
economics.
Agronomy for Sustainable Development,
Год журнала:
2023,
Номер
43(1)
Опубликована: Янв. 10, 2023
Abstract
In
response
to
the
sustainability
issues
that
agriculture
faces
in
advanced
economies,
agroecology
has
gained
increasing
relevance
scientific,
political,
and
social
debates.
This
promoted
discussion
about
transitions
agroecology,
which
represents
a
significant
advancement.
Accordingly,
it
become
growing
field
of
research.
We
reviewed
literature
on
support
farm
economies
order
identify
key
research
challenges
suggest
innovative
paths.
Our
findings
can
be
summarized
as
follows:
(1)
Research
supports
exploration
definition
desired
futures,
whether
based
future-oriented
modeling
or
expert-based
foresight
approaches,
should
more
explicitly
include
level.
It
stimulate
creativity
design
ability
farmers
other
stakeholders,
also
address
representation
power
among
them.
(2)
creates
awareness
assesses
farms
before,
during
after
transition
requires
holistic
dynamic
assessment
frameworks.
These
frameworks
need
flexible
adapt
diversity
global
local
challenges.
Their
uncertainty
due
feedback
loops
emergent
properties
transitions.
(3)
analyzes
focus
dynamics
change
processes
by
valuing
what
happens
farms.
especially
give
credence
on-farm
experiments
conducted
develop
new
tools
methods
(e.g.,
for
strategic
monitoring)
these
is
first
review
scientific
studies
agroecology.
Overall,
indicates
challenge
system
boundaries,
temporal
horizons,
dimensions
agricultural
researchers
usually
consider.
this
context,
require
changes
current
organization
funding
encourage
longer
term
adaptive
configurations.
Ecological Economics,
Год журнала:
2022,
Номер
198, С. 107463 - 107463
Опубликована: Май 9, 2022
The
reduction
of
pesticide
use
is
a
prime
issue
on
policy
agendas
worldwide.
However,
existing
policies
often
fail
to
promote
widespread
adoption
low-pesticide
or
no-pesticide
production
practices.
Therefore,
in
order
overcome
this
obstacle,
it
important
understand
why
farmers
hesitate
more
sustainable
pest
management.
To
end,
we
investigate
the
relationship
between
farmers'
perception
adverse
environmental
and
human
health
effects
generated
by
pesticides
their
decision
participate
novel,
pesticide-free
wheat
standard
Switzerland.
Survey
data
from
1073
producers
reveals
that
14%
are
early
adopters
program
further
44%
intend
switch
scheme
following
growing
seasons.
We
find
who
perceive
risks
for
environment
be
higher
also
likely
adopt
production.
Our
results
suggest
large-scale
requires
broad
set
(policy)
instruments
beyond
purely
financial
incentives.
findings
thus
have
implications
design
schemes.
Nature Food,
Год журнала:
2023,
Номер
4(9), С. 746 - 750
Опубликована: Сен. 21, 2023
Abstract
Recent
studies
have
estimated
the
potential
yield
impacts
of
pesticide
reductions
in
European
Union.
While
these
estimates
guide
policy
design,
they
are
often
based
on
worst-case
assumptions
and
rarely
account
for
positive
ecological
feedbacks
that
would
contribute
to
sustainable
crop
yields
long
term.
Proceedings of the National Academy of Sciences,
Год журнала:
2024,
Номер
121(21)
Опубликована: Май 16, 2024
Transforming
smallholder
farms
is
critical
to
global
food
security
and
environmental
sustainability.
The
science
technology
backyard
(STB)
platform
has
proved
be
a
viable
approach
in
China.
However,
STB
traditionally
focused
on
empowering
farmers
by
transferring
knowledge,
wide-scale
adoption
of
more
sustainable
practices
technologies
remains
challenge.
Here,
we
report
long-term
project
scale-up
for
expanding
upgrading
the
original
(STB
2.0).
We
created
formalized
standardized
process
which
engage
collaborate
with
farmers,
including
integrating
their
feedback
via
equal
dialogues
designing
promoting
technologies.
Based
288
site-year
field
trials
three
regions
North
China
Plain
over
5
y,
find
that
cocreated
through
this
were
easily
accepted
increased
crop
yields
nitrogen
factor
productivity
7.2%
28.1%
wheat
production
11.4%
27.0%
maize
production,
respectively.
In
these
broadly,
“one-stop”
multistakeholder
program
involving
local
government
agencies,
enterprises,
universities,
farmers.
was
shown
much
effective
than
traditional
extension
methods
applied
at
STB,
yielding
substantial
economic
benefits.
Our
study
contributes
an
important
case
agriculture.
2.0
being
explored
emphasizes
dialogue
collaboration,
investment.
These
lessons
may
provide
value
research
practitioners.
Agricultural Systems,
Год журнала:
2024,
Номер
217, С. 103950 - 103950
Опубликована: Апрель 13, 2024
Intensive
food
and
feed
production
in
sole-cropped,
large
fields
with
high
fertilizer
pesticide
inputs
to
achieve
yields,
has
contributed
detrimental
environmental
impacts.
To
move
towards
more
sustainable
agricultural
landscapes,
cropping
system
diversification
been
suggested
as
a
promising
practice
for
which
the
use
of
digital
technologies
could
be
potentially
beneficial.
Understanding
impact
diversified,
newly
arranged
systems
their
management
requires
long-term
experimental
data
at
landscape
scale
practical
experiences
using
are
hardly
available.
Experimental
platforms
an
setup
farmers'
involvement
meet
such
demands
but
have
not
set
up
many
regions
nor
process
designing
described
systematically.
The
overall
objective
this
study
was
describe
how
platform
can
co-designed
jointly
by
researchers
practitioners
understand
practices
compared
current
Eastern
Brandenburg,
Germany.
Specifically,
we
aimed
re-design
intensively
managed
field
into
smaller
segments
that
called
patches
assess
potential
co-created
experiment
focussing
on
both,
practitioners´
scientists´
perspective.
We
used
DEED
research
cycle
(Describe,
Explain,
Explore
Design)
conceptual
framework
co-design
patchCROP
within
commercial
farm.
Patches
were
implemented
0.5
ha
original
based
yield
soil
maps
advanced
cluster
analysis
considered
heterogeneity.
narrow
crop
sequence
diversified
integrating
new
crops,
cover
crops
flower
strips
five-year
rotation.
cultivate
patches,
machinery
during
first
years
will
replaced
over
time
autonomous
robots.
Workshops
various
methods
SWOT
adjust
reduction.
revealed
opportunities
drawbacks
develop
participative
manner
from
both
scientific
farming
found
farmer-centric
position
focused
mainly
economic
return
feasibility
future
operations
field.
perspective
other
hand
needs
potentials
about
evaluating
dynamic,
interdependent
or
opposing
natural
processes
interactions
like
productivity,
biodiversity
ecosystem
service
changes
context.
Co-designed
experiments
simultaneously
developed
services
beyond
level,
performance
quality
multiple
scales,
implications
actors.
This
is
step
forward
extend
systems-based
single
plot
on-farm
environment,
allowing
exploration
measures
long
run.
Journal of Environmental Quality,
Год журнала:
2024,
Номер
53(6), С. 787 - 801
Опубликована: Окт. 15, 2024
Long-term
research
is
essential
for
guiding
the
development
of
agroecosystems
to
meet
escalating
production
demands
in
a
manner
that
environmentally
sound
and
socially
acceptable.
Research
must
integrate
biophysical
socioeconomic
factors
provide
geographically
scalable
knowledge
involves
stakeholders
across
research-education-extension-policy
spectrum.
In
response
this
need,
Long-Term
Agroecosystem
(LTAR)
network
developed
"Common
Experiment,"
which
seeks
develop
disseminate
multi-region,
science-based
information
enable
implementation
visionary
agricultural
innovations
while
simultaneously
promoting
food
security,
well-being,
environmental
quality,
climate
adaptation
mitigation.
The
core
design
Common
Experiment
contrasts
prevailing
alternative/aspirational
systems,
with
latter
including
novel
hypothesized
advance
sustainable
intensification
locally
appropriate
ways.
Treatments
represent
diversity
systems
under
cropland,
grazing
land,
integrated
crop/grazing
land
management.
Where
possible,
treatments
are
evaluated
at
multiple
spatial
scales
(e.g.,
from
plot
enterprise)
designed
evolve
over
course
experiment
stakeholder
input.
A
common
assessment
framework
guides
data
collection
complemented
by
metric-specific
protocols
an
emerging
management
infrastructure.
Currently,
there
large
differences
among
sites
application
experimental
degree
engagement;
largely
grounded
pragmatic
issues
related
access,
site
expertise,
resource
availability.
full
potential
LTAR
may
be
realized
strategic
investments
capacity.