Intelligent Quality Control of Starch-Rich Root and Tuber Products in the Cold Chain Logistics: Research Progress and Challenges
Food Reviews International,
Journal Year:
2025,
Volume and Issue:
unknown, P. 1 - 26
Published: March 6, 2025
Language: Английский
Foundation Models in Agriculture: A Comprehensive Review
Shanbing Yin,
No information about this author
Yongming Xi,
No information about this author
Xun Zhang
No information about this author
et al.
Agriculture,
Journal Year:
2025,
Volume and Issue:
15(8), P. 847 - 847
Published: April 14, 2025
This
paper
explores
the
transformative
potential
of
Foundation
Models
(FMs)
in
agriculture,
driven
by
need
for
efficient
and
intelligent
decision
support
systems
face
growing
global
population
climate
change.
It
begins
outlining
development
history
FMs,
including
general
FM
training
processes,
application
trends
challenges,
before
focusing
on
Agricultural
(AFMs).
The
examines
diversity
applications
AFMs
areas
like
crop
classification,
pest
detection,
image
segmentation,
delves
into
specific
use
cases
such
as
agricultural
knowledge
question-answering,
video
analysis,
support,
robotics.
Furthermore,
it
discusses
challenges
faced
AFMs,
data
acquisition,
efficiency,
shift,
practical
challenges.
Finally,
future
directions
emphasizing
multimodal
applications,
integrating
across
food
sectors,
decision-making
systems,
ultimately
aiming
to
promote
digitalization
transformation
agriculture.
Language: Английский
Evaluation of the impact of intelligent logistics systems based on biosensors on food preservation effect
Molecular & cellular biomechanics,
Journal Year:
2024,
Volume and Issue:
21(2), P. 460 - 460
Published: Nov. 7, 2024
Intelligent
logistics
systems
have
been
advanced
enough
to
connect
with
biosensors
act
as
an
innovation
in
the
food
industry
especially
preservation.
In
this
paper,
author
assesses
effectiveness
of
utilization
intelligent
particularly
on
preservation
efficiency
considering
capability
technologies
provide
real-time
environmental
information
including
temperature,
humidity,
and
contamination
scenarios.
They
refer
here
embedded
packaging
or
storage
units
so
that
they
can
monitor
relevant
data
make
adjustments
when
necessary
all
over
supply
chain.
This
kind
be
used
allow
decisions
how
best
preserve
perishable
goods
minimize
cases
spoilage
increase
shelf
life
such
products.
Using
a
multiple
case
study
methodology,
research
authors
analyse
experiences
chains
implemented
biosensor
logistics.
The
focuses
effects
reducing
waste
terms
qualitative
measurement
preservation,
along
increased
benefits
for
producers,
distributors
sellers.
Additionally,
paper
discusses
biosecurity
technology
solutions
are
restricted
technologically,
financially,
their
application
various
sections
shows
integration
into
system
creates
positive
impact
challenge
temperature-sensitive
products
fruits
vegetables,
dairy
seafood.
However,
global
implementation
has
some
challenges
which
include;
initial
costs
associated
enormous
infrastructural
support.
recommendations
specific
concern
proposed
deployment
strategy
Language: Английский