Reimagining the Kendall plot: using δ 15 N and δ 18 O of nitrate and advanced machine learning to improve N pollutant source classification
Katarzyna Samborska-Goik,
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Leonard I. Wassenaar
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Isotopes in Environmental and Health Studies,
Journal Year:
2025,
Volume and Issue:
unknown, P. 1 - 26
Published: March 24, 2025
Nitrate
(NO3-)
pollution
is
a
serious
water
quality
issue
in
many
countries
due
to
contamination
of
lakes,
rivers,
and
aquifers
by
intensive
agriculture
practices
inadequate
wastewater
management.
associated
cultural
eutrophication
are
anticipated
increase
worldwide,
highlighting
the
need
control
reduce
nitrogen
pollution.
The
stable
isotope
ratios
nitrate
(δ15N,
δ18O)
widely
used
as
tracers
sources.
primary
technique
for
identifying
sources
has
been
longstanding
Kendall
boxplot,
despite
improved
methods
using
Bayes'
theorem
R
language
estimating
source
fractions
hydrogeochemical
context,
N
data
expert
assessment.
This
article
improves
classification
aqueous
comprehensive
published
from
four
known
pollutant
types
applying
machine
learning
algorithms.
AI
modelling
results
reveal
depictions
offer
robust
statistical
framework
essential
given
increased
better-informed
management
strategies.
Language: Английский
Research on the traceability and treatment of nitrate pollution in groundwater: a comprehensive review
Yuhao Liu,
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Yu Zhang,
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Haiyang Lv
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et al.
Environmental Geochemistry and Health,
Journal Year:
2025,
Volume and Issue:
47(4)
Published: March 7, 2025
Language: Английский
Coupled processes involving ammonium inputs, microbial nitrification, and calcite dissolution control riverine nitrate pollution in the piedmont zone (Qingshui River, China)
The Science of The Total Environment,
Journal Year:
2024,
Volume and Issue:
931, P. 172970 - 172970
Published: May 4, 2024
Language: Английский
Fate of Dimethylsilanediol (DMSD) via Indirect Photolysis in Water
Jaeshin Kim,
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Debra A. McNett,
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E. Lynn McClymont
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et al.
Chemosphere,
Journal Year:
2024,
Volume and Issue:
362, P. 142670 - 142670
Published: June 21, 2024
Dimethylsilanediol
(DMSD)
is
the
common
degradation
product
of
ubiquitous
polydimethylsiloxane
(PDMS)
and
volatile
methylsiloxanes
(VMS)
in
water
soil.
Given
high
solubility
DMSD
water,
further
this
compartment
particular
importance.
While
appears
relatively
resistant
to
standard
hydrolysis
or
biodegradation
studies,
it
may
degrade
by
indirect
photolysis
surface
waters
through
oxidation
hydroxyl
radicals.
The
formation
radicals
governed
nitrate
ions
other
promoters
presence
sunlight.
In
study,
we
investigated
impact
on
oxidative
decomposition
under
simulated
solar
light.
When
exposed
light,
can
all
way
natural,
mineralized
substances,
namely
carbon
dioxide
(in
form
carbonic
acid)
silicic
acid,
via
intermediate
methylsilanetriol
(MST).
Language: Английский