Harnessing artificial intelligence and remote sensing in climate-smart agriculture: the current strategies needed for enhancing global food security
Cogent Food & Agriculture,
Journal Year:
2025,
Volume and Issue:
11(1)
Published: Jan. 20, 2025
Global
food
security
is
seriously
threatened
by
climate
change,
which
calls
for
creative
agricultural
solutions.
However,
little
known
about
how
different
smart
technologies
are
integrated
to
enhance
security.
As
a
strategic
reaction
these
difficulties,
this
review
investigates
the
incorporation
of
remote
sensing
(RS)
as
well
artificial
intelligence
(AI)
into
climate-smart
agriculture
(CSA).
This
demonstrates
advances
can
improve
resilience,
productivity,
and
sustainability
utilizing
AI's
capacity
predictive
analytics,
crop
modelling,
precision
agriculture,
along
with
RS's
strengths
in
projections,
land
management,
continuous
surveillance.
Several
important
tactics
were
covered,
such
combining
AI
RS
regulate
risks,
maximize
resource
utilization,
practice
choices.
The
also
discusses
issues
like
policy
frameworks,
building,
accessibility
that
prevent
from
being
widely
adopted.
highlights
further
CSA
offers
insights
they
help
ensure
systems
remain
secure
changing
climates.
Language: Английский
Smart Farming and Orchard Management: Insights and Innovations
Current Food Science and Technology Reports,
Journal Year:
2025,
Volume and Issue:
3(1)
Published: Feb. 12, 2025
Language: Английский
Agroforestry Practices and Systems in the Temperate and Boreal Regions
Advances in environmental engineering and green technologies book series,
Journal Year:
2025,
Volume and Issue:
unknown, P. 109 - 142
Published: Feb. 28, 2025
Agroforestry,
which
integrates
trees
and
shrubs
into
agricultural
systems,
presents
significant
environmental
economic
advantages.
This
chapter
explores
its
current
state
future
in
temperate
boreal
regions,
each
with
unique
climates
challenges.
In
areas,
practices
like
alley
cropping,
silvopasture,
windbreaks
enhance
soil
health,
reduce
erosion,
boost
biodiversity,
while
also
providing
ecological
services
such
as
carbon
sequestration
wildlife
habitats.
Boreal
agroforestry
adapts
to
harsh
shelterbelts
reforestation,
focusing
on
cold-resistant
species
improve
fertility
manage
snow
cover.
Challenges
include
high
initial
investment
maintenance
costs
limited
options
due
extreme
cold
areas.
Ongoing
research
technological
advancements
promise
address
these
challenges,
innovations
selection
policy
support
expected
the
sustainability
productivity
of
benefiting
both
conservation
agriculture.
Language: Английский
Traditional Agroforestry Practices
Advances in environmental engineering and green technologies book series,
Journal Year:
2025,
Volume and Issue:
unknown, P. 29 - 72
Published: Feb. 28, 2025
Traditional
agroforestry
practices
integrate
trees
and
shrubs
into
agricultural
landscapes
are
deeply
informed
by
indigenous
knowledge
systems.
These
practices,
shaped
millennia
of
observation,
offer
insights
sustainable
land
management.
Indigenous
enhances
understanding
local
ecosystems,
soil
types,
climatic
conditions,
resulting
in
techniques
that
balance
production
with
ecological
conservation.
Examples
include
the
“milpa”
system
Mesoamerica,
which
combines
maize,
beans,
squash
diverse
trees,
“taungya”
Southeast
Asia,
merges
crops
young
tree
plantations.
foster
biodiversity,
promote
various
plant
species
for
economic
benefits,
reflect
a
keen
awareness
seasonal
cycles,
maximizing
yields
while
minimizing
environmental
impact.
Despite
facing
modern
challenges
like
tenure
issues,
integrating
scientific
approaches
can
enhance
sustainability
resilience
systems,
crucial
addressing
challenges.
Language: Английский
Agroforestry Education and Training for the Next Generation
Advances in environmental engineering and green technologies book series,
Journal Year:
2025,
Volume and Issue:
unknown, P. 449 - 472
Published: Feb. 28, 2025
Agroforestry
education
plays
an
essential
role
for
resolving
21st-century
problems
focused
on
climate
change
together
with
food
scarcity
and
biodiversity
depletion.
The
author
examines
new
educational
approaches
in
agroforestry
by
stressing
collaborative
teaching
methods
hands-on
training
alongside
modern
technologies
like
GIS
software,
remote
sensing
resources
AI
programs.
approach
demonstrates
both
the
significance
of
system
thinking
along
adaptive
management
techniques
Indigenous
wisdom
implementing
sustainable
land
strategies.
Several
opportunities
exist
to
through
interactive
relationships
stakeholders
combined
funding
development
research-driven
instructional
framework
creation
despite
existing
institutional
obstacles
monetary
obstacles.
implementation
strategic
will
empower
forthcoming
experts
guide
resilience.
Language: Английский
Agroforestry and Climate-Smart Agriculture
Advances in environmental engineering and green technologies book series,
Journal Year:
2025,
Volume and Issue:
unknown, P. 173 - 200
Published: Feb. 28, 2025
This
chapter
examines
how
important
agroforestry
is
to
the
development
of
climate-smart
agriculture.
Incorporating
trees
into
agricultural
systems,
or
agroforestry,
seen
as
a
crucial
tactic
improve
biodiversity,
boost
farm
output,
and
reduce
adapt
climate
change.
The
presents
successful
approach
sustainable
agriculture
by
referencing
case
studies,
policy
analysis,
new
research.
It
highlights
systems
can
soil
health,
water
management,
carbon
sequestration.
also
discusses
most
recent
developments
that
are
revolutionizing
field,
including
digital
technologies,
genetic
advancements,
precision
agroforestry.
To
encourage
broader
use
useful
advice
given
researchers,
farmers,
policymakers.
persuasively
argues
an
essential
part
international
plans
combat
change
ensure
food
security
tying
environmental
sustainability
resilience
together.
Language: Английский
The Role of Agroforestry in Climate Change Mitigation
Advances in environmental engineering and green technologies book series,
Journal Year:
2025,
Volume and Issue:
unknown, P. 201 - 228
Published: Feb. 28, 2025
The
climate
crisis
poses
a
substantial
risk
to
achieving
global
food
security
and
sustainability.
This
chapter
presents
an
analysis
of
the
current
level
knowledge
regarding
agroforestry's
ability
promote
simultaneously
resilience,
availability,
eco-friendly
land
use.
Agroforestry
systems
(AFS)
are
recognized
as
potent
carbon
(C)
sinks,
effectively
reducing
atmospheric
dioxide
(CO2)
levels.
It
is
estimated
that
trees
in
AFS
can
sequester
0.3-24
tC
ha-1
yr-1.
AFS,
which
occupy
about
1
billion
ha
worldwide,
have
potential
remove
more
than
10GtC
yr-1
from
atmosphere
if
fully
optimized.
C
sequestration
benefits
be
monetized
by
farmers,
providing
supplementary
income
source
through
credit
market.
In
addition
sequestration,
provide
numerous
co-benefits
such
food,
biodiversity
conservation,
soil
erosion
control,
water
cycling.
key
strategy
for
counteracting
excessive
emissions.
Language: Английский
AI-Enabled IoT for Food Computing: Challenges, Opportunities, and Future Directions
Sensors,
Journal Year:
2025,
Volume and Issue:
25(7), P. 2147 - 2147
Published: March 28, 2025
Food
computing
refers
to
the
integration
of
digital
technologies,
such
as
artificial
intelligence
(AI),
Internet
Things
(IoT),
and
data-driven
approaches,
address
various
challenges
in
food
sector.
It
encompasses
a
wide
range
technologies
that
improve
efficiency,
safety,
sustainability
systems,
from
production
consumption.
represents
transformative
approach
addressing
sector
by
integrating
AI,
IoT,
methodologies.
Unlike
traditional
which
primarily
focus
on
leverages
AI
for
intelligent
decision
making
IoT
real-time
monitoring,
enabling
significant
advancements
areas
supply
chain
optimization,
personalized
nutrition.
This
review
highlights
applications,
including
computer
vision
recognition
quality
assessment,
Natural
Language
Processing
recipe
analysis,
predictive
modeling
dietary
recommendations.
Simultaneously,
enhances
transparency
efficiency
through
data
collection,
device
connectivity.
The
convergence
these
relies
diverse
sources,
images,
nutritional
databases,
user-generated
logs,
are
critical
traceability
tailored
solutions.
Despite
its
potential,
faces
challenges,
heterogeneity,
privacy
concerns,
scalability
issues,
regulatory
constraints.
To
these,
this
paper
explores
solutions
like
federated
learning
secure
on-device
processing
blockchain
transparent
traceability.
Emerging
trends,
edge
analytics
sustainable
practices
powered
AI-IoT
integration,
also
discussed.
offers
actionable
insights
advance
innovative
ethical
technological
frameworks.
Language: Английский
Revolutionizing Agriculture by Advanced Water and Irrigation Management Technologies
Advances in environmental engineering and green technologies book series,
Journal Year:
2024,
Volume and Issue:
unknown, P. 285 - 318
Published: Dec. 6, 2024
Developments
in
water
and
irrigation
technologies
for
agriculture
are
an
incredible
shift
towards
positive
change
productivity
while
addressing
issues.
The
conventional
methods
under
consideration
the
surface,
sprinkler
drip
as
pointed
out
earlier
these
grievously
deficient
terms
of
parameters
such
wastage
increased
labor
costs.
It
then
addresses
smart
soil
moisture
sensor,
weather-based
controller,
precisions
system,
remote
sensing.
These
allow
specific
application
crops
effective
use
since
is
based
on
crop
requirement
or
weather
condition.
By
adapting
measures
deficit
irrigation,
waste
recycling,
rainwater
harvesting,
that
resist
stress
also
presented
to
cope
with
shortage.
shows
clear
examples
applications
have
saved
boosted
yields
around
world.
However,
there
challenges
exist
include
data
integration,
high
cost
its
implementation
act
a
barrier
access,
energy
dependence,
lack
familiarity
among
farmers.
set
future
defining
universality
models,
inventing
cheap
solutions,
incorporating
renewable
energy,
innovating
interfaces
educating
farmers
more
properly.
With
climate
bringing
already
difficult
resources
management
into
new
level
challenge
through
exacerbation
scarcity,
need
adoption
advanced
installation
policies
well
strict
sustainable
practices.
present
some
highly
managing
providing
irrigational
purposes
world
faces
scarcity.
Language: Английский