Intelligent Decision Technologies,
Год журнала:
2024,
Номер
19(1), С. 52 - 67
Опубликована: Ноя. 20, 2024
This
research
paper
addresses
the
pressing
problem
of
financial
fraud
in
changing
context
digital
banking
by
integrating
machine
learning
and
explainable
AI,
specifically
exploiting
SHapley
Additive
exPlanations
(SHAP).
With
a
focus
on
enhancing
both
accuracy
interpretability,
this
study
utilizes
synthetically
generated
dataset
from
PaySim
simulator,
encompassing
6,362,620
records.
The
usefulness
an
Ensemble
Learning
Model
with
Voting
Classifier
is
shown
its
evaluation
different
models,
which
achieves
excellent
99.904%.Emphasizing
transparency,
accountability,
regulatory
compliance,
work
employs
SHAP
analysis
to
unveil
attribute-level
providing
stakeholders
clear
insights.
goal
interdisciplinary
endeavor
provide
safe
space
for
finance
bridging
gap
between
precision
will
aid
creation
open
methods.
Research Square (Research Square),
Год журнала:
2025,
Номер
unknown
Опубликована: Апрель 25, 2025
Abstract
Regenerative
agriculture
is
advocated
as
a
response
to
environmental
and
socio-economic
challenges,
yet
little
research
systematically
examines
its
key
proponents.
We
analysed
849
actor
websites
interviewed
131
self-identified
regenerative
farmers
across
Germany,
the
Netherlands,
France,
Spain,
Portugal.
It
mapped
types,
locations,
sizes,
promoted
themes
(e.g.
biodiversity)
practices
no-tillage).
Our
findings
suggest
originated
grassroots
approach
farming
that
was
co-opted
by
non-farming
actors
around
2020.
Actors
were
mainly
based
in
cities,
particularly
like
NGOs.
The
most
soil
health
biodiversity,
nearly
10%
of
mentioned
no
themes.
Among
5,000
identified
practices,
cover
cropping
crop
diversification
cited.
conclude,
reflecting
on
from
multiple
perspectives,
burden
proof
for
be
sustainable
lies
ability
regenerate
environment
-
until
then,
impact
remains
uncertain.
Antioxidants,
Год журнала:
2025,
Номер
14(5), С. 530 - 530
Опубликована: Апрель 29, 2025
Regenerative
organic
agriculture
(ROA)
combines
ecological
and
principles
to
promote
soil
health,
biodiversity,
long-term
sustainability.
This
narrative
review
explores
the
connection
between
quality,
food
nutritional
value,
human
highlighting
how
ROA
can
enhance
phytochemical
content
reduce
harmful
residues
in
plant-based
foods.
Empirical
studies
report
increases
vitamin
C,
zinc,
polyphenols
crops
such
as
leafy
greens,
grapes,
carrots
grown
under
regenerative
systems,
along
with
reductions
nitrates
pesticide
residues.
We
summarize
recent
literature
(2000-2025)
that
links
soil-driven
improvements
composition
antioxidant
activity
potential
health
benefits.
By
addressing
current
research
gaps,
this
supports
role
of
building
resilient
systems
preventing
chronic
disease.
Sustainability,
Год журнала:
2024,
Номер
16(11), С. 4324 - 4324
Опубликована: Май 21, 2024
Seeking
low
environmental
impact
alternatives
to
chemical
herbicides
that
can
be
integrated
into
a
regenerative
agriculture
system,
we
developed
and
tested
flat-plate
electrode
weeding
equipment
applying
ultra-low-energy
electric
shocks
seedlings
in
the
field.
Better
than
90%
control
was
achieved
for
all
species,
with
energy
treat
5
weeds
m−2
equivalent
15
kJ
ha−1
L.
didymum
A.
powellii,
363
(leaf
contact
only)
555kJ
(plants
pressed
soil)
in-ground
multiflorum,
well
below
our
1
MJ
target
fraction
of
required
by
any
other
system.
We
compared
applications
leaves
only
or
against
soil
surface,
growing
outside
ground
plants
bags
filled
same
soil.
No
previous
studies
have
made
such
direct
comparisons.
Our
research
indicated
greenhouse
in-field
results
are
comparable,
factors
remaining
constant.
The
in-ground,
outdoor
treatments
were
as
effective
efficient
previously
published
in-bag,
trials.
system
supports
sustainable
farming
providing
weed
suitable
manual,
robotic,
conventional
deployment
without
recourse
tillage
herbicides.
Sustainability,
Год журнала:
2024,
Номер
16(22), С. 9675 - 9675
Опубликована: Ноя. 6, 2024
This
paper
reviews,
compares,
and
critically
evaluates
two
broad
groups
of
sustainable
agriculture
models:
“sustainable
agriculture”
agrifood
systems”.
The
models—comprising
organic
farming,
regenerative
agriculture,
climate-smart
carbon-capture
nature-based
solutions—focus
primarily
on
improving
ecological
sustainability
through
farm-level
practices.
These
models
emphasize
reducing
external,
industrial
inputs,
enhancing
biodiversity,
promoting
climate
resilience,
relying
technological
market-based
solutions
to
address
environmental
concerns.
On
the
other
hand,
systems”
models—agroecology,
alternative
food
networks,
permaculture—offer
more
ambitious
visions
systemic
transformation.
approaches
not
only
seek
implement
environmentally
sound
practices
but
also
aim
reconfigure
broader
system
by
challenging
corporate
power,
local
governance,
fostering
sovereignty,
prioritizing
social
justice.
Grounded
in
grassroots
movements,
these
justice
economic
viability
addition
sustainability.
paper’s
contribution
lies
its
comparative
analysis
wide
array
alternatives,
highlighting
both
their
strengths
limitations.
Adopting
an
agrarian
political
economy
perspective,
it
critiques
former
camp
for
limited
engagement
with
structural
issues
inherent
capitalist
latter
underplaying
importance
national
development
Global
South.
Discover Sustainability,
Год журнала:
2024,
Номер
5(1)
Опубликована: Дек. 4, 2024
Agriculture
is
facing
a
severe
threat
to
its
sustainability
due
the
growing
demands
for
food,
feed,
and
other
renewable
nonfood
raw
materials
in
face
of
global
warming.
Regenerative
agriculture
increasingly
recognized
as
vital
solution
range
ecological
social
issues.
It
actively
revitalizes
ecosystems,
focusing
on
soil
health,
biodiversity,
mitigating
climate
change,
going
beyond
sustainable
practices.
Governments
organizations
at
all
levels,
from
regional,
are
exploring
how
regenerative
can
be
integrated
into
change
initiatives
sustain
ecosystem.
This
powerful
benefit
achieved
without
reducing
yields
or
farmer
profits.
Soil,
living
dynamic
environment,
home
diverse
micro-
macro
biota
that
contribute
characteristics.
Healthy
characterized
by
favorable
physical
properties
(texture,
water-holding
capacity),
chemical
(pH,
organic
matter;
SOM),
biological
(microbial
diversity,
respiration),
which
essential
nurturing
nutritious
profitable
crops
improve
human
health.
farming
attracting
interest
public,
private,
nonprofit
sectors
health
ecology.
Several
academics
non-governmental
have
attempted
explain
scope
significance
agriculture.
review
outlines
practices
mitigate
warming,
boost
socioecological
impacts.
For
future
prospects,
further
scientific
research
required
examine
effects
both
livestock
order
promote
healthier
community.
American Journal of Environmental Science and Engineering,
Год журнала:
2024,
Номер
8(4), С. 107 - 119
Опубликована: Дек. 7, 2024
Regenerative
Agriculture
(RA)
represents
a
significant
approach
toward
sustainable
and
eco-friendly
practices,
provides
environmental,
economic,
social
benefits.
The
objective
of
the
review
is
to
evaluate
research
trends
gaps,
conduct
SWOT
analysis,
explore
potential
regenerative
agriculture
in
areas
like
energy
conservation,
food
security,
ecosystem
services,
soil
health,
circular
agriculture,
climate-smart,
resilient
farming
practices.
This
emphasizes
holistic
Agriculture,
analysis
reveals
that
RA
offers
benefits
environmental
sustainability
several
opportunities
carbon
market
security.
Despite
multiple
benefits,
bibliometric
showed
on
limited,
with
notable
increase
publications
only
emerging
recent
years.
contributes
better
practices
compared
other
agricultural
systems.
efforts
mitigate
climate
change
by
reducing
footprint,
enhancing
adaptability,
improving
providing
services.
It
also
addresses
challenges
such
as
biodiversity
loss,
waste,
Furthermore,
integrating
presents
economic
ecological
opportunities,
credits
economy.
increases
resource
efficiency,
minimizes
promotes
nature-based
solutions
for
conservation
healthier
ecosystems.
Based
our
findings,
we
recommend
should
focus
developing
credit
schemes
from
RA,
farmer’s
awareness
RA's
modifying
improve
economy
principles
sustainability.
Abstract
As
the
world
grapples
with
challenges
like
climate
change,
population
growth,
and
food
security,
sustainable
agriculture
has
become
a
critical
area
of
focus.
Robotic
agriculture,
its
potential
to
improve
efficiency
sustainability,
is
at
forefront
this
transformation.
STEM
students,
as
future
innovators
leaders,
need
be
well-equipped
knowledge
skills
in
domain.
However,
key
effective
learning
lies
inclusivity
hands-on
experience.
This
paper
aims
elucidate
strategies
for
integrating
inclusive
experiential
robotic
education.
The
student
participants
from
science
engineering
explored
benefits
technologies
such
Farmbots
(an
open-source
farming
technology
that
combines
robotics,
automation,
software
facilitate
precision
small-scale
agricultural
settings)
while
considering
equitable
distribution
resources,
three
P's
(People,
Planet,
Profit)
well-being
communities
workers
involved
agriculture.
One
important
aspect
project
was
growing
peanuts
hemp
FarmBots.
Growing
provided
unique
opportunity
not
only
explore
contributions
George
Washington
Carver,
an
African
American
scientist
early
20th
century,
but
also
helped
shedding
light
on
his
remarkable
achievements
context
social
justice.
By
cultivation
FarmBot
platform,
investigators
created
engaging
space
highlighted
crop
addressing
historical
contemporary
faced
by
marginalized
communities.
students
honed
their
content
importance
economic
development,
environmental
stewardship,
accessible
healthcare,
criminal
justice
reform,
education
crucial
components
socially
just
approach
cultivation.
Besides
receiving
hands-on-experiences,
majors
working
projects
how
these
can
made
farmers,
disadvantaged
communities,
regions
limited
resources.
activities
addressed
barriers
access
promoting
equity
adoption,
use
technologies.
primary
co-authors
are
collaborating
community-based
organizations
design
implement
leverage
FarmBots
address
those
needs.
Some
initiatives
community-led
urban
projects,
training
programs,
or
cooperative
models
empower
benefit
community
taken
into
consideration
enhance
collaborations
large.
