Environments,
Journal Year:
2023,
Volume and Issue:
10(10), P. 170 - 170
Published: Oct. 2, 2023
This
review
paper
adopts
bibliometric
and
meta-analysis
approaches
to
explore
the
application
of
supervised
machine
learning
regression
models
in
satellite-based
water
quality
monitoring.
The
consistent
pattern
observed
across
peer-reviewed
research
papers
shows
an
increasing
interest
use
satellites
as
innovative
approach
for
monitoring
quality,
a
critical
step
towards
addressing
challenges
posed
by
rising
anthropogenic
pollution.
Traditional
methods
have
limitations,
but
satellite
sensors
provide
potential
solution
that
lowering
costs
expanding
temporal
spatial
coverage.
However,
conventional
statistical
are
limited
when
faced
with
formidable
challenge
conducting
recognition
analysis
geospatial
big
data
because
they
characterized
high
volume
complexity.
As
compelling
alternative,
deep
techniques
has
emerged
indispensable
tool,
remarkable
capability
discern
intricate
patterns
might
otherwise
remain
elusive
traditional
statistics.
study
employed
targeted
search
strategy,
utilizing
specific
criteria
titles
332
journal
articles
indexed
Scopus,
resulting
inclusion
165
meta-analysis.
Our
comprehensive
provides
insights
into
trends,
productivity,
impact
It
highlights
key
journals
publishers
this
domain
while
examining
relationship
between
first
author’s
presentation,
publication
year,
citation
count,
factor.
major
findings
highlight
widespread
including
MultiSpectral
Instrument
(MSI),
Ocean
Land
Color
(OLCI),
Operational
Imager
(OLI),
Moderate
Resolution
Imaging
Spectroradiometer
(MODIS),
Thematic
Mapper
(TM),
Enhanced
Plus
(ETM+),
practice
multi-sensor
fusion.
Deep
neural
networks
identified
popular
high-performing
algorithms,
significant
competition
from
extreme
gradient
boosting
(XGBoost),
even
though
XGBoost
is
relatively
newer
field
learning.
Chlorophyll-a
clarity
indicators
receive
special
attention,
geo-location
had
optical
classes.
contributes
significantly
providing
extensive
examples
in-depth
discussions
code,
well
highlighting
cyber
infrastructure
used
research.
Advances
high-performance
computing,
large-scale
processing
capabilities,
availability
open-source
software
facilitating
growing
prominence
applications
artificial
intelligence
monitoring,
positively
contributing
Environmental Science & Technology,
Journal Year:
2024,
Volume and Issue:
58(2), P. 1312 - 1320
Published: Jan. 4, 2024
Sunlight
irradiation
is
the
predominant
process
for
degrading
plastics
in
environment,
but
our
current
understanding
of
degradation
smaller,
submicron
(<1000
nm)
particles
limited
due
to
prior
analytical
constraints.
We
used
infrared
photothermal
heterodyne
imaging
(IR-PHI)
simultaneously
analyze
chemical
and
morphological
changes
single
polystyrene
(PS)
(∼1000
when
exposed
ultraviolet
(UV)
(λ
=
250–400
nm).
Within
6
h
irradiation,
bands
associated
with
backbone
PS
decreased,
accompanied
by
a
reduction
particle
size.
Concurrently,
formation
several
spectral
features
photooxidation
was
attributed
ketones,
carboxylic
acids,
aldehydes,
esters,
lactones.
Spectral
outcomes
were
present
an
updated
reaction
scheme
photodegradation
PS.
After
36
h,
average
size
reduced
478
±
158
nm.
The
rates
decrease
carbonyl
band
area
increase
−24
3.0
nm
h–1
2.1
0.6
cm–1
h–1,
respectively.
Using
size-related
rate,
we
estimated
that
under
peak
terrestrial
sunlight
conditions,
it
would
take
less
than
500
1000
degrade
1
Soil Use and Management,
Journal Year:
2024,
Volume and Issue:
40(2)
Published: April 1, 2024
Abstract
Widespread
use
of
plastics
and
improper
management
plastic
waste
have
resulted
in
generation
microplastic
particles
the
environment.
These
are
pervasive
contaminants
having
potential
to
invade
almost
all
environmental
matrices
biotic
species
including
humans.
Therefore,
immediate
concern
is
necessary
investigate
level
contamination
probable
risk
imposed
because
microplastics.
Present
investigation
has
been
carried
out
for
estimating
presence
microplastics
terrestrial
environment
Indore,
which
considered
as
commercial
capital
state
Madhya
Pradesh
(India).
Soil
samples
(30
no.)
were
collected
from
agricultural
recreational
areas
city
analysed
Approximately
11
particles/kg
68.25
found
site
soil
samples,
respectively.
Chemical
composition
analysis
revealed
that
most
belonged
polyethylene
terephthalate,
polypropylene,
polyethylene,
polyester,
polyamide.
Significant
various
fibres
made
up
polyacrylic,
cellulose
acetate
was
also
seen,
could
be
attributed
textile
industries
around
Indore.
Ecological
assessment
aided
concluding
study
area
under
‘very
low’
category;
however,
considering
long‐term
impacts
microplastics,
suitable
control
measures
needed
adopted.
Materials,
Journal Year:
2023,
Volume and Issue:
16(11), P. 4070 - 4070
Published: May 30, 2023
The
research
described
here
investigated
the
suitability
of
coagulation
process
in
elimination
microplastics
from
tap
water.
purpose
study
was
to
assess
effects
microplastic
type
(PE1,
PE2,
PE3,
PVC1,
PVC2,
and
PVC3),
water
pH
(3,
5,
7,
9),
coagulant
doses
(0,
0.025,
0.05,
0.1
0.2
g/L),
concentration
(0.05,
0.1,
0.15,
g/L)
on
efficiency
with
utilizing
Al
Fe
coagulants
as
well
combined
a
detergent
(SDBS)
addition.
This
work
also
explores
mixture
two
(PE
PVC)
that
are
significant
terms
environment.
effectiveness
conventional
detergent-assisted
calculated
percentage.
fundamental
characteristics
were
determined
via
LDIR
analysis,
basis
these
findings,
particles
more
coagulation-prone
identified.
maximum
reduction
MPs
achieved
water's
neutral
dosage
0.05
g/L.
addition
SDBS
increased
loss
plastic
microparticles'
efficacy.
A
removal
greater
than
95%
(Al-coagulant)
80%
(Fe-coagulant)
for
each
tested.
SDBS-assisted
obtained
at
level
95.92%
(AlCl3·6H2O)
98.9%
(FeCl3·6H2O).
After
procedure,
mean
circularity
solidity
unremoved
increased.
confirmed
irregular
shapes
easier
completely
remove.
Water Environment Research,
Journal Year:
2022,
Volume and Issue:
94(9)
Published: Aug. 23, 2022
Abstract
Increasing
generation
of
wastewater
and
its
indiscriminate
disposal
is
detrimental
to
human
animal
health.
Resource‐limited
settings
often
struggle
for
efficient
treatment
systems
owing
lack
funds
operational
difficulties.
Therefore,
alternative
involving
low
expenditure
simplistic
operations
are
need
the
hour.
Constructed
wetlands
one
such
that
can
efficiently
remove
variety
pollutants
from
wastewater.
In
this
study,
we
have
assessed
utility
constructed
hospital
in
Ujjain.
An
in‐house
wetland
system
was
designed
using
Typha
latifolia
Phragmites
karka
.
Results
showed
removal
various
physico‐chemical
biological
contaminants,
namely,
biochemical‐oxygen‐demand
(77.1%),
chemical‐oxygen‐demand
(64.9%),
turbidity
(68.3%),
suspended‐solids
(63%),
total‐phosphorus
(58.7%),
nitrate‐nitrogen
(33%),
fecal
coliforms
(96.8%),
total
(95.6%).
Paired
t
test
revealed
efficiencies
parameters
were
significantly
different
among
,
control
cells
(
p
≤
0.05).
Study
also
depicted
most
bacterial
isolates
inlet
selectively
resistant
antibiotics
(ciprofloxacin
sulphamethaxazole)
as
well
these
removed.
Precisely,
fairly
suitable
antibiotic
bacteria
removal.
Thus,
found
be
options
resource‐limited
settings.
Practitioner
Points
resource
limited
These
involve
vegetation,
soil,
associated
microbial
assemblages
improve
water
quality.
treating
Experiments
may
removed
through
systems.
Easy
operation,
cost
effectiveness,
efficiency
important
attributes.
IWA Publishing eBooks,
Journal Year:
2024,
Volume and Issue:
unknown
Published: April 12, 2024
Abstract
Detection
and
Treatment
of
Emerging
Contaminants
in
Wastewater
addresses
the
critical
pressing
need
for
effective
strategies
to
detect
treat
emerging
contaminants,
thereby
mitigating
risks
associated
with
their
presence
wastewater.
This
comprehensive
book
features
contributions
from
prominent
experts
field
wastewater,
providing
an
up-to-date
in-depth
collection
chapters
dedicated
tackling
this
issue.
Highlights:
The
serves
as
invaluable
resource
identifying,
assessing,
comprehensively
addressing
contaminants
wastewater
and/or
sludges.
It
delves
into
assessment,
mitigation,
treatment
various
including
microplastics,
antibiotic-resistant
genes,
pharmaceuticals,
personal
care
products
industrial
chemicals.An
exploration
behavior
microplastics
different
plants
accumulation
sludge,
shedding
light
on
potential
impact
environment.An
introduction
key
mechanisms
removal
pollutants
sludge
through
fungal-mediated
processes,
offering
innovative
solutions
treatment.An
investigation
fate
pharmaceutically-active
compounds
along
environmental
impacts.
Additionally,
accurate
quantification
procedures
these
are
discussed.The
covers
new
trends
development
greener
nanomaterials,
evaluating
performance
abating
With
its
insights
diverse
perspectives,
is
essential
guide
researchers,
professionals,
policymakers
engaged
management
protection.
practical
scientific
knowledge
presented
herein
will
contribute
significantly
safeguarding
our
water
resources
ensuring
a
cleaner
healthier
future.
ISBN:
9781789063745
(paperback)
9781789063752
(ebook)
(ePub)
Water Science & Technology,
Journal Year:
2025,
Volume and Issue:
unknown
Published: March 13, 2025
The
presence
of
microplastics
in
various
environmental
matrices
is
a
reality.
Besides,
sewage
treatment
plants
(STPs)
play
crucial
role
further
adding
to
the
microplastic
pool
environment,
especially
water
and
soil
resources.
As
conventional
STPs
are
not
primarily
meant
remove
microplastics,
treated
effluent
sludge
contain
significant
amount
items
which
ultimately
discharged
into
surface
water/soil.
present
study
investigated
selected
Central
India
contributing
environment.
Inlet,
outlet,
samples
were
collected
from
seven
analyzed
for
microplastics.
Microplastics
found
all
with
higher
amounts
inlet
(3-35.5
items/L)
compared
outlet
(2-13.5
items/L).
Nevertheless,
showed
highest
(16-389
items/kg)
under
study.
Size,
shape,
color,
chemical
composition
was
varied
considerable
polyethylene,
polypropylene,
polyethylene-terephthalate,
polyvinylchloride,
polystyrene,
polyamide,
polyacrylamide,
polyester,
polyurethane.
Discharge
these
terrestrial
ecosystems
may
result
serious
consequences
ecology
human
health.
Therefore,
advanced
technological
development
effective
microplastics'
removal
inevitable.
