Monitoring of Sustainable Development Trends: Text Mining in Regional Media
Sustainability,
Journal Year:
2025,
Volume and Issue:
17(7), P. 3122 - 3122
Published: April 1, 2025
The
monitoring
of
regional
development
sustainability
is
closely
linked
to
the
an
indicator
system
that
best
meets
stakeholders’
requirements,
providing
a
solid
foundation
for
strategic
decision-making.
In
pursuit
progress
in
achieving
Sustainable
Development
Goals
(SDG),
efforts
are
continuously
being
undertaken
refine
and
enhance
framework.
Implementing
interdisciplinary
approaches
comprehensive
assessment
sustainable
regions
allows
swift
expansion
augmentation
data
on
transformations.
An
important
aspect
study
at
level
additional
possibility
using
unstructured
news
content
through
text
mining
methods.
issue
applying
natural
language
processing
techniques
Russian-language
sources
significant,
as
large
number
relevant
tools
developed
English.
Additionally,
analysis
has
several
features
complicate
classification
sentiments
messages
with
mostly
neutral
wording.
proposed
methodology
specific
assessing
was
implemented.
application
scraping
developed,
were
collected
taking
into
account
selected
periods,
stop
word
dictionaries
configured,
frequency
implemented,
sentiment
obtained
slices
carried
out.
For
formed
set
documents
related
by
keywords
according
SDGs
1–17,
Volga
Federal
District,
corpus
representing
2021,
2022,
2023
14
regions.
key
topics
different
areas
periods
out
cosine
similarity
measure.
approach
increasing
efficiency
various
topics.
This
been
tested
systemic
operational
dynamics
Text
methods
within
framework
decision
support
provide
opportunity
identify
emerging
trends.
Language: Английский
Polymeric Materials for Wastewater Treatment Applications
Polymers,
Journal Year:
2025,
Volume and Issue:
17(4), P. 552 - 552
Published: Feb. 19, 2025
Water
of
adequate
quality
is
crucial
for
the
survival
most
life
forms,
playing
a
key
role
in
human
health,
social
and
economic
progress,
functioning
ecosystems
[...].
Language: Английский
Smart Feasibility Optimization of Hybrid Renewable Water Supply Systems by Digital Twin Technologies: A Multicriteria Approach Applied to Isolated Cities
Sustainable Cities and Society,
Journal Year:
2024,
Volume and Issue:
unknown, P. 105834 - 105834
Published: Sept. 1, 2024
Language: Английский
Conceptual Hybrid Energy Model for Different Power Potential Scales: Technical and Economic Approaches
Renewable Energy,
Journal Year:
2024,
Volume and Issue:
unknown, P. 121486 - 121486
Published: Sept. 1, 2024
Language: Английский
Design of Urban Indicators to Optimize the Implementation of Low-Impact Techniques in Semi-Arid Cities
Applied Sciences,
Journal Year:
2024,
Volume and Issue:
15(1), P. 294 - 294
Published: Dec. 31, 2024
The
study
area
is
a
densely
populated
residential
zone
located
in
central
Mexico,
characterized
by
semi-arid
climate
and
diverse
land
uses,
including
domestic,
commercial,
services.
In
the
area,
water
demand
assessed
based
on
use
requirements
set
national
local
regulations,
an
urban
configuration
pinpoints
spaces
suitable
for
rainwater
harvesting
self-consumption.
This
research
proposes
indicators
urban,
demographic,
hydrological
parameters
to
assess
effectiveness
of
low-impact
development
(LID)
techniques,
such
as
rooftop
harvesting,
aimed
at
reducing
scarcity
vulnerable
shortages
city
Global
South.
Additionally,
design
conditions
are
defined
estimate
potential
volumes
recoverable
water.
Indicators
infiltrated
water,
available
consumption,
runoff
sufficient
established.
framework
enables
strategies
mitigate
improve
management
area.
Language: Английский
Water, Energy and Food Nexus: A Project Evaluation Model
Ruy de Castro Sobrosa Neto,
No information about this author
João Paulo Bohner,
No information about this author
Robert Birch
No information about this author
et al.
Water,
Journal Year:
2024,
Volume and Issue:
16(16), P. 2235 - 2235
Published: Aug. 8, 2024
The
connections
between
universal
rights
to
water
supply,
energy
security,
and
food
supply
stand
out
as
a
challenge
that
requires
project
evaluation
models
can
capture
the
complex
dynamics
interdependencies
of
these
resources.
This
study
proposes
elaboration
nexus
model
(NEM)
for
projects
related
water–energy–food
(WEFN)
from
perspective
sustainability,
Industry
4.0,
Sustainable
Development
Goals
(SDGs).
considers
three
dimensions
sustainability—economic,
environmental,
social;
structuring
factors
4.0—physical,
biological,
digital;
17
SDGs
proposed
by
United
Nations.
A
Design
Science
Research
(DSR)
approach
was
adopted
in
which
design
development
model,
demonstration
phases,
were
supported
group
experts.
applied
different
focused
on
sustainable
technological
innovation
agriculture,
with
results
presented
RGB
color
scale
represented
numerically
number
0
255.
demonstrated
that,
relationship
scores
162
217
environmental
dimension,
158
202
economic
dimension
170
212
social
dimension.
In
4.0
relationship,
obtained
ranging
9
94
biological
factor,
13
141
digital
physical
factor.
SDG
ranged
214
244
water,
195
255
energy,
30
food.
These
consistent
reality
being
evaluated,
demonstrating
greater
alignment
sustainability
than
4.0.
proposal
contributes
broaden
understanding
how
be
evaluated
considering
multiple
contemporary
dimensions.
Language: Английский
Using UAV Images and Phenotypic Traits to Predict Potato Morphology and Yield in Peru
Agriculture,
Journal Year:
2024,
Volume and Issue:
14(11), P. 1876 - 1876
Published: Oct. 24, 2024
Precision
agriculture
aims
to
improve
crop
management
using
advanced
analytical
tools.
In
this
context,
the
objective
of
study
is
develop
an
innovative
predictive
model
estimate
yield
and
morphological
quality,
such
as
circularity
length–width
ratio
potato
tubers,
based
on
phenotypic
characteristics
plants
data
captured
through
spectral
cameras
equipped
UAVs.
For
purpose,
experiment
was
carried
out
at
Santa
Ana
Experimental
Station
in
central
Peruvian
Andes,
where
clones
were
planted
December
2023
under
three
levels
fertilization.
Random
Forest,
XGBoost,
Support
Vector
Machine
models
used
predict
quality
parameters,
ratio.
The
results
showed
that
Forest
XGBoost
achieved
high
accuracy
prediction
(R2
>
0.74).
contrast,
less
accurate,
with
standing
most
reliable
=
0.55
for
circularity).
Spectral
significantly
improved
capacity
compared
agronomic
alone.
We
conclude
integrating
indices
multitemporal
into
estimating
certain
traits,
offering
key
opportunities
optimize
agricultural
management.
Language: Английский
INTRA-REGIONAL DIFFERENTIATION IN THE ENVIRONMENTAL DIMENSION OF MUNICIPALITIES OF ŚWIĘTOKRZYSKIE VOIVODESHIP IN TERMS OF DEMOGRAPHIC CHANGES IN 2010 AND 2020
Baltic Journal of Economic Studies,
Journal Year:
2024,
Volume and Issue:
10(4), P. 53 - 61
Published: Dec. 17, 2024
The
region
is
a
nexus
of
interaction
between
the
social,
economic,
and
environmental
spheres.
Demographic
potential
particularly
salient
factor,
especially
for
peripheral
regions
(which
how
Świętokrzyskie
Voivodeship
can
be
defined
in
terms
EU).
Transformations
demographic
processes
structures
exert
influence
over
political
aspects,
as
well
changes.
They
necessitate
provision
additional
transportation
services,
food,
dwelling
space,
clothing.
concentration
population
industry
has
an
impact
on
environment,
with
regard
to
quality
life
residents
local
ecosystems.
concept
independent
regional
development
highlights
factors
that
development.
It
addresses
developmental
challenges
faced
by
regions,
incorporates
concerns
into
process,
integrates
dimension
economic
social
context
shifts.
environment
conceptualised
both
factor
component
endogenous
potential,
thereby
providing
basis
delineating
process
action.
objective
this
article
evaluate
spatial
differentiation
natural
municipalities
relation
changes,
employing
synthetic
measure.
analysis
was
conducted
at
municipal
level,
encompassing
102
within
province
Świętokrzyskie.
data
used
study
were
sourced
from
Central
Statistical
Office
relate
years
2010
2020.
exhibit
distinctive
character.
analysed
areas
frequently
negative
migration
balance,
which
adverse
environment.
From
perspective
trends
processes,
ageing
represents
highly
significant
factor.
Such
shifts
do
not
always
have
economy,
they
stimulate
demand
new
products
services.
measure
demography
exhibited
range
0.30
0.67
0.29
0.69
With
ecology
region,
variation
observed
(0.25-0.52
2010,
0.30-0.60
2020).
key
influencing
attractiveness
competitiveness
rural
municipalities.
important
Poland
needs
strengthen
synergies
green
growth,
aspects
address
energy
overcome
resource
shortages.
Language: Английский