Unleashing the Power of Generative AI in Agriculture 4.0 for Smart and Sustainable Farming
Cognitive Computation,
Год журнала:
2025,
Номер
17(1)
Опубликована: Фев. 1, 2025
Язык: Английский
An Enhanced Deep Convolutional Neural Network for Plant Disease Detection and Classification
IGI Global eBooks,
Год журнала:
2025,
Номер
unknown, С. 297 - 322
Опубликована: Фев. 7, 2025
This
research
introduces
a
novel
enhanced
deep
convolutional
neural
network
for
plant
disease
detection
and
classification,
cutting-edge
tool
that
is
set
to
revolutionize
the
field.
The
study
enhances
ResNet50
by
replacing
fully
connected
layer
with
three
layers
improve
discrimination
feature
extraction,
namely
convolution,
batch
normalization,
Leaky
rectified
linear
unit
(RELU)
activation
layers.
Experimental
performance
assessments
were
conducted
evaluate
of
proposed
model
in
comparison
original
ResNet50,
EfficientNet,
DesNet201,
Inception
Version
3
using
popular
evaluation
criteria
such
as
precision,
recall,
F1-Score.
achieved
an
accuracy
99.33%
93.93%
on
Namibia
University
Science
Technology
Maize
Dataset
Nelson
Mandela
African
Institution
dataset,
respectively.
Язык: Английский
Sustainable Agriculture and Diet in the Metaverse Era
IGI Global eBooks,
Год журнала:
2025,
Номер
unknown, С. 159 - 184
Опубликована: Фев. 13, 2025
In
the
era
of
metaverse,
sustainable
agriculture
and
diet
practices
are
evolving
through
innovative
technologies
virtual
environments.
As
spaces
increasingly
influence
real-world
behaviors,
metaverse
offers
a
unique
platform
for
educating,
simulating,
promoting
food
production
consumption.
Integrating
digital
tools
with
eco-friendly
farming
can
help
reduce
environmental
impacts,
enhance
security,
foster
agricultural
models.
Through
exploring
reality-based
education,
precision
farming,
diets,
this
research
examines
how
reshape
our
approach
to
sustainability.
With
potential
bridge
geographical
barriers
consumer
awareness,
in
promises
transformative
impact
on
both
future
dietary
choices
worldwide.
Язык: Английский
Factoring 6G Technology and Beyond in Advancing Human Life Management and Natural Habitats
Advances in wireless technologies and telecommunication book series,
Год журнала:
2025,
Номер
unknown, С. 319 - 358
Опубликована: Май 1, 2025
This
chapter
explores
the
transformative
impact
of
6G
technology
and
beyond
on
natural
habitats
human
life
management.
As
next-generation
networks
evolve,
integrating
Artificial
Intelligence,
Internet
Everything,
Edge
Computing,
they
enable
smart
environments,
sustainable
connectivity,
human-centric
solutions.
Digital
Twin
Technology
Green
Communications
enhance
biodiversity
conservation,
optimize
resource
efficiency,
support
climate
resilience.
6G-driven
innovations
revolutionize
healthcare,
urban
planning,
disaster
management,
fostering
intelligent,
adaptive
ecosystems.
Therefore,
through
bridging
technological
advancements
with
ecological
sustainability,
this
study
highlights
potential
future
to
harmonize
digital
systems,
ensuring
a
resilient,
interconnected
world.
Язык: Английский
Sustainable Agriculture and Diet for Urban Development
Advances in electronic government, digital divide, and regional development book series,
Год журнала:
2024,
Номер
unknown, С. 165 - 192
Опубликована: Ноя. 15, 2024
This
study
analyzes
how
sustainable
agriculture
and
nutrition
link
to
a
resilient
ecologically
conscious
future.
It
emphasizes
food
sustainability
the
between
farming
diet.
The
paper
discusses
eating
suggests
research
improve
our
global
system.
Sustainable
promotes
crop
diversity,
agroecology,
organic
farming.
comprehensive
strategy
environmental
responsibility
climate
change
resistance.
importance
of
plant-based
diets,
waste
reduction,
meat
awareness.
shows
that
seasonal,
local
is
better
for
environment
society.
Examines
intricate
relationship
food.
Circular
systems
ecosystem
health
emphasize
need
agricultural
landscapes
diets.
Finally,
it
identifies
knowledge
gaps,
methods,
summarizes
lessons
learned.
New
technology,
ideas
can
diet
sustainability.
Язык: Английский