Modelling Soil Organic Carbon Dynamics at the Continental Extent Using Pedogenon Mapping
Quentin Styc,
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Budiman Minasny,
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Ho Jun Jang
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et al.
European Journal of Soil Science,
Journal Year:
2025,
Volume and Issue:
76(2)
Published: Feb. 24, 2025
ABSTRACT
Soil
organic
carbon
(SOC)
plays
a
critical
role
in
key
soil
functions,
yet
SOC
is
highly
vulnerable
to
human
activities,
which
can
shift
from
acting
as
net
sink
becoming
source.
Despite
considerable
efforts
monitor
conditions,
traditional
evaluations
often
focus
on
temporal
comparisons
within
similar
locations,
limit
the
understanding
of
broader
changes.
To
address
these
challenges,
this
study
employs
pedogenon
map
framework
systematically
compare
changes
soils
under
natural
conditions
(genosoils)
and
those
affected
by
activity
(phenosoils)
across
Australia.
By
analysing
fractions
with
different
mean
residence
times
–
mineral‐associated
(MAOC)
particulate
(POC)
aims
assess
durability
over
time.
The
methodology
includes
selecting
profiles
pedogenons,
evaluating
changes,
estimating
impact
SOC's
time
using
tonne‐year
(STYC)
metric.
findings
reveal
significant
spatial
variations
their
Areas
where
increased
are
mainly
due
genosoils
lower
values,
while
high
values
have
significantly
decreased
when
converted
phenosoils,
reflecting
potentially
unsustainable
agricultural
practices.
Similar
results
been
found
concerning
regarding
values.
demonstrates
that
an
effective
tool
for
detecting
providing
robust
assessing
storage
informing
targeted
remediation
strategies.
Language: Английский
Isotope tracer study of soil erosion in a typical sub-watershed in the eastern Tianshan Mountains, China
Ninglu Zhang,
No information about this author
Jianjun Yang,
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Wenli Xing
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et al.
Journal of Environmental Radioactivity,
Journal Year:
2025,
Volume and Issue:
285, P. 107667 - 107667
Published: March 12, 2025
Language: Английский
Variability analysis of soil organic carbon content across land use types and its digital mapping using machine learning and deep learning algorithms
Environmental Monitoring and Assessment,
Journal Year:
2025,
Volume and Issue:
197(5)
Published: April 10, 2025
Language: Английский
Advancing carbon quantification: a comparative evaluation of gravimetric and volumetric methods for soil carbon assessment in tropical ecosystems
Results in Engineering,
Journal Year:
2025,
Volume and Issue:
unknown, P. 104141 - 104141
Published: Jan. 1, 2025
Language: Английский
Soil organic carbon to clay ratio and bulk density related to some basic soil variables in Romania
Soil Use and Management,
Journal Year:
2025,
Volume and Issue:
41(1)
Published: Jan. 1, 2025
Abstract
This
study
analyses
the
soil
organic
carbon
to
clay
(SOC/clay)
ratio,
bulk
density
(
ρ
B
)
and
packing
P
related
some
basic
variables,
classes
types,
land
uses
of
various
environments,
assess
recommendations
made
by
European
Commission
(2023).
Soil
profiles
from
representative
landforms,
climate
soils
were
analysed,
properties
processed.
In
cropland
soils,
which
found
be
least
healthy
because
both
lower
SOC/clay
higher
,
values
1/13
should
a
target,
not
only
for
loamy
clayey
textures
but
also
neutral
pH
alkaline
soils.
The
ratio
1/10
target
grassland
soils;
forest
that
generally
presented
highest
ratios
(the
healthiest
soils),
there
is
no
such
recommendation.
produced
unexpected
results
within
characterizing
low‐fertile
(Psamosols)
as
healthy,
well‐structured
rich‐in‐SOC
(Chernozems,
Phaeozems)
unhealthy.
Consequently,
need
improve
this
combining
it
with
other
properties,
example,
texture.
recommended
(2023,
Annexes)
are
too
high
Romanian
would
encourage
compaction.
proposed
start
penalizing
crops'
yields
1.77
kg/dm
3
sandy,
1.73
loamy‐sandy,
1.67
sandy‐loamy,
1.63
loamy,
1.56
clayey‐loamy
texture
1.44
Using
adequate
methods
increase
SOC,
will
improved.
Language: Английский
Improving soil properties and microbial communities in copper tailings using montmorillonite-based Chlorella gel beads
The Science of The Total Environment,
Journal Year:
2025,
Volume and Issue:
974, P. 179232 - 179232
Published: March 30, 2025
Language: Английский
Letter to the Editor regarding Feeney et al., 2024, ‘Benchmarking soil organic carbon (SOC) concentration provides more robust soil health assessment than the SOC/clay ratio at European scale’
The Science of The Total Environment,
Journal Year:
2025,
Volume and Issue:
976, P. 179278 - 179278
Published: April 7, 2025
Language: Английский
Assessing Land Cover Changes Using the LUCAS Database and Sentinel Imagery: A Comparative Analysis of Accuracy Metrics
B. Hejmanowska,
No information about this author
Piotr Kramarczyk
No information about this author
Applied Sciences,
Journal Year:
2024,
Volume and Issue:
15(1), P. 240 - 240
Published: Dec. 30, 2024
Classification
of
remote
sensing
images
using
machine
learning
models
requires
a
large
amount
training
data.
Collecting
this
data
is
both
labor-intensive
and
time-consuming.
In
study,
the
effectiveness
pre-existing
reference
on
land
cover
gathered
as
part
Land
Use–Land
Cover
Area
Frame
Survey
(LUCAS)
database
Copernicus
program
was
analyzed.
The
classification
carried
out
in
Google
Earth
Engine
(GEE)
Sentinel-2
that
were
specially
prepared
to
account
for
phenological
development
plants.
performed
SVM,
RF,
CART
algorithms
GEE,
with
an
in-depth
accuracy
analysis
conducted
custom
tool.
Attention
given
reliability
different
metrics,
particular
focus
widely
used
(ML)
metric
“accuracy”,
which
should
not
be
compared
commonly
“overall
accuracy”,
due
potential
significant
artificial
inflation
accuracy.
LUCAS
2018
at
Level-1
detail
estimated
86%.
Using
updated
dataset,
best
result
achieved
RF
method,
83%.
An
overestimation
approximately
10%
observed
when
reporting
average
ACC
ML
instead
overall
OA
metric.
Language: Английский
SOIL FUNCTIONS DEPENDING ON SOIL INDICATORS IN VARIOUS ENVIRONMENTS AND LAND USES – A CASE STUDY OF ROMANIA
Carpathian Journal of Earth and Environmental Sciences,
Journal Year:
2024,
Volume and Issue:
20(1), P. 27 - 46
Published: Nov. 29, 2024
Soil
is
an
indispensable
natural
resource
for
the
existence
of
various
ecosystems
and
human
activities,
such
as
agriculture,
silviculture
and,
pastoral
activity.
In
addition
to
water,
soil
most
important
life
on
Earth.
Internationally,
functions
were
defined
dealt
with
at
European
level.
The
purpose
this
study
define,
adapt,
quantify,
assess
some
health
their
component
indicators
related
land
uses
main
classes
types
across
Romanian
territory.
Five
studied
over
10
22
types:
1)
organic
matter
cycle,
2)
nutrient
3)
biodiversity
support
4)
water
5)
contaminant
cycle.
These
five
show
that
soils
present
a
satisfactory
average
situation
because
there
not
severe
degradation
processes
occurring
large
scale.
However,
individual
profiles
may
even
extreme
values.
From
all
functions,
contamination
cycle
function
critical
health.
All
non-polluted
are
in
different
degree
health,
while
polluted
hotspot
illness.
more
numerous
uniformly
distributed
data,
accurate
results
Including
sub-types
varieties,
well
new
experiments
indicators,
would
extend,
typify,
enlarge
range
functions’
scores.
Thus,
presented
method
has
potential
be
continuously
improved.
Language: Английский