Cleaner Water,
Journal Year:
2024,
Volume and Issue:
2, P. 100024 - 100024
Published: June 20, 2024
The
study
employs
remote
sensing
and
GIS
techniques
to
assess
the
water
quality
dynamics
of
Mirik
Lake,
located
in
Darjeeling
Himalayas,
West
Bengal,
India.
To
analyse
impact
land
use
cover
(LULC)
changes
on
Lake
from
1993
2023.
Landsat
imagery
spanning
2023
was
used
detect
significant
alterations
LULC
patterns.
Remote
were
utilised
data,
focusing
their
implications
for
quality.
results
indicate
a
steady
increase
total
phosphorus
(TP),
nitrogen
(TN),
Biological
Oxygen
Demand
(BOD)
levels,
attributed
anthropogenic
activities
such
as
urbanisation
tourism
development.
change
analysis
highlights
expanding
built-up
areas
agricultural
lands
surrounding
lake,
contributing
nutrient
loading
organic
pollution.
spatial
distribution
pollution
categories
underscores
influence
tourist
infrastructure
degradation.
Integrated
watershed
management
sustainable
development
strategies
are
recommended
mitigate
impacts
preserve
ecological
integrity
Lake.
MATEC Web of Conferences,
Journal Year:
2024,
Volume and Issue:
392, P. 01179 - 01179
Published: Jan. 1, 2024
This
research
explores
the
integration
of
predictive
analytics
and
Internet
Things
(IoT)
to
transform
sustainable
urban
transportation
systems.
project
intends
examine
transformational
effect
on
mobility,
using
empirical
data
gathered
from
IoT
devices.
The
includes
information
vehicle
speed,
traffic
density,
air
quality
index
(AQI),
meteorological
conditions.
study
use
modeling
estimate
congestion,
volume.
allows
for
evaluation
prediction
accuracy
its
correspondence
with
actual
data.
reveals
a
direct
relationship
between
increased
density
decreased
while
unfavorable
weather
conditions
correspond
congestion.
Predictive
models
demonstrate
significant
in
forecasting
congestion
quality,
accurate
volume
poses
inherent
complications.
comparison
expected
real
results
demonstrates
dependability
AQI,
thereby
confirming
their
effectiveness.
interventions
led
by
25%
decrease
levels,
as
well
notable
12.7%
enhancement
despite
little
1.4%
rise
impact
highlights
efficacy
these
solutions,
showcasing
favorable
mitigating
promoting
environmental
sustainability.
Ultimately,
this
emphasizes
that
may
have
improving
transportation,
enabling
more
intelligent
decision-making,
creating
environments
driven
data-driven
insights
proactive
actions.
Deleted Journal,
Journal Year:
2025,
Volume and Issue:
14, P. 85 - 98
Published: April 4, 2025
Lagoons
have
a
great
importance
for
society,
and
activities
such
as
fishing
or
tourism
are
essential
these
areas,
this
reason
it
is
important
to
monitoring
system
in
terms
of
water
quality.
The
central
axis
project
was
the
design
implementation
sensor
network
based
on
Internet
Things,
collecting
data
using
an
ESP32
Thingspeak
platform
visualization
storage.
Data
analyzed
MATLAB,
allowing
obtain
estimation
quality
index
Laguna
Jucutuma
indicating
average
rating
40,
well
Machine
Learning
techniques
models
with
error
margin
below
3%.
Cleaner Water,
Journal Year:
2024,
Volume and Issue:
2, P. 100024 - 100024
Published: June 20, 2024
The
study
employs
remote
sensing
and
GIS
techniques
to
assess
the
water
quality
dynamics
of
Mirik
Lake,
located
in
Darjeeling
Himalayas,
West
Bengal,
India.
To
analyse
impact
land
use
cover
(LULC)
changes
on
Lake
from
1993
2023.
Landsat
imagery
spanning
2023
was
used
detect
significant
alterations
LULC
patterns.
Remote
were
utilised
data,
focusing
their
implications
for
quality.
results
indicate
a
steady
increase
total
phosphorus
(TP),
nitrogen
(TN),
Biological
Oxygen
Demand
(BOD)
levels,
attributed
anthropogenic
activities
such
as
urbanisation
tourism
development.
change
analysis
highlights
expanding
built-up
areas
agricultural
lands
surrounding
lake,
contributing
nutrient
loading
organic
pollution.
spatial
distribution
pollution
categories
underscores
influence
tourist
infrastructure
degradation.
Integrated
watershed
management
sustainable
development
strategies
are
recommended
mitigate
impacts
preserve
ecological
integrity
Lake.
