Exploring the Drivers of Food Waste in the EU: A Multidimensional Analysis Using Cluster and Neural Network Models
Foods,
Journal Year:
2025,
Volume and Issue:
14(8), P. 1358 - 1358
Published: April 15, 2025
Food
waste
poses
a
significant
global
challenge
with
profound
economic,
environmental,
and
social
implications.
Within
the
European
Union,
socioeconomic
conditions,
food
affordability,
sustainability
initiatives
create
complex
framework
for
understanding
mitigating
waste.
This
study
examines
how
economic
factors
shape
patterns
across
EU
member
states,
employing
advanced
statistical
techniques
to
uncover
underlying
dynamics.
The
analysis
focuses
on
five
key
variables:
Harmonized
Index
of
Consumer
Prices
food,
waste,
retail
sales,
Sustainable
Development
Goals
Index,
GDP
per
capita.
Factorial
general
linear
model
were
used
investigate
relationships,
multilayer
Perceptron
(MLP)
neural
networks
employed
non-linear
relationships
driving
At
same
time,
hierarchical
cluster
identified
four
distinct
country
groups,
each
characterized
by
unique
combinations
these
variables.
results
reveal
that
higher
capita
stronger
performance
are
associated
lower
whereas
prices
increased
activity
present
more
nuanced
influences.
findings
underscore
importance
customized
policies
address
EU’s
diverse
contexts,
offering
pathway
toward
sustainable
systems
reduced
Language: Английский
Consumer-Driven Sustainability Transitions in the Food Supply Chain: An Initial Simulation Framework
A. Ray Chaudhuri,
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Rishi Chilekampally,
No information about this author
Nayan Manu Krishna Bindhu
No information about this author
et al.
Procedia Computer Science,
Journal Year:
2025,
Volume and Issue:
257, P. 344 - 353
Published: Jan. 1, 2025
Language: Английский
Life-Cycle Assessment in Agri-Food Systems and the Wine Industry—A Circular Economy Perspective
Foods,
Journal Year:
2025,
Volume and Issue:
14(9), P. 1553 - 1553
Published: April 28, 2025
Rapid
population
growth,
climate
change,
and
resource
depletion
pose
significant
challenges
to
global
food
production,
demanding
sustainable
solutions.
A
Life-Cycle
Assessment
(LCA)
provides
a
structured
framework
for
evaluating
the
environmental
impact
of
systems
throughout
their
entire
life
cycle.
This
review
examines
how
an
LCA
can
be
integrated
with
circular
economy
principles
address
sustainability
challenges,
optimize
use,
minimize
waste
in
alcoholic
beverage
production.
systematic
applications
agri-food
sector
was
conducted,
analyzing
studies
published
across
different
regions.
The
selection
criteria
included
relevance
strategies,
valorization
approaches,
assessing
impacts
using
methodologies.
analysis
explores
explicitly
synergy
between
wine
production
within
broader
system,
considering
shared
opportunities
optimization.
Key
methodologies
include
cradle-to-grave
assessments
evaluation
waste-to-resource
technologies.
findings
demonstrate
that
effectively
identifies
critical
hotspots,
enabling
implementation
eco-design
recovery
practices.
Circular
such
as
use
renewable
energy,
precision
agriculture,
nutrient
recovery,
significantly
enhance
sustainability.
However,
gaps
remain
accounting
social
regional
variability,
well
integrating
advanced
When
combined
principles,
actionable
insights
policy
development
Advancing
fostering
multi-stakeholder
collaboration
are
essential
creating
resilient
environmentally
responsible
systems.
Language: Английский