Carbon stock inversion study of a carbon peaking pilot urban combining machine learning and Landsat images
Kui Yang,
No information about this author
Peng Zhou,
No information about this author
Jingdong Wu
No information about this author
et al.
Ecological Indicators,
Journal Year:
2024,
Volume and Issue:
159, P. 111657 - 111657
Published: Feb. 1, 2024
Global
warming
is
a
significant
challenge,
and
carbon
stocks
in
terrestrial
ecosystems
are
crucial
for
reducing
the
greenhouse
effect
increasing
sinks.
A
study
was
conducted
Zhengzhou
City
from
2000
to
2020
using
Landsat
image
spectral
reflectance
analyze
changes
stock.
Environmental
variables
such
as
surface
moisture,
salinity,
vegetation
index,
brightness,
soil
texture
were
constructed.
Multiple
linear
regression
(MLR),
support
vector
machine
(SVR),
random
forest
(RFR),
long
short-term
memory
(LSTM)
models
used
invert
The
results
showed
that
NDCS
constructed
Landsat's
blue
band
NIR
band,
best
inversion
variable
stock,
with
clay
index
(CI)
playing
primary
role.
LSTM
algorithm
had
fitting
on
an
R2
of
0.84
RMSE
3.56.
stock
decreased
by
13.93%
between
2020,
possibly
due
large-scale
reduction
arable
land.
Future
land-use
planning
should
focus
protecting
land,
optimizing
patterns,
enhancing
ecosystem's
sequestration
capacity.
Language: Английский
Enhanced interannual variability of the terrestrial carbon sink in China under high emissions
Han Wu,
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Li Zhang,
No information about this author
Honglin He
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et al.
Environmental Research Letters,
Journal Year:
2025,
Volume and Issue:
20(2), P. 024033 - 024033
Published: Jan. 24, 2025
Abstract
Interannual
variability
(IAV)
of
terrestrial
carbon
uptake
is
a
major
contributor
to
the
variation
atmospheric
CO
2
.
With
influence
East
Asian
monsoon,
future
climate
would
significantly
increase
in
China.
However,
how
these
changes
will
modulate
IAV
China’s
sinks
remains
unclear.
Here,
we
analyzed
net
ecosystem
productivity
(NEP
)
and
investigated
potential
impacts
change
under
various
scenarios
during
21st
century
using
outputs
from
nine
Coupled
Model
Intercomparison
Project
Phase
6
models.
The
results
reveal
that
NEP
be
enhanced
higher
emissions
2015
2100.
standard
deviation
national
SSP585
scenario
rises
by
12%
compared
with
SSP126.
most
prominent
contribution
this
enhancement
total
comes
larger
summer
(10%),
particularly
subtropical–tropical
monsoonal
zone
Moreover,
largely
attributed
intensified
temperature
precipitation
zones
as
well
heightened
sensitivity
them,
especially
ecosystems
zone.
Compared
precipitation,
also
plays
an
important
role
scenarios.
Our
highlight
crucial
fluctuations
monsoon
systems
on
sink
urgency
reducing
uncertainties
Earth
system
models
predicting
both
regions
responses
cycling
processes
temperature.
Language: Английский
Mature stands of exotic tree species consume less water while sequester comparable carbon as those of native tree species: A 4-year monitoring study in South China
Yanqiong Li,
No information about this author
Liwei Zhu,
No information about this author
Huiying Ye
No information about this author
et al.
Journal of Hydrology,
Journal Year:
2025,
Volume and Issue:
unknown, P. 133542 - 133542
Published: May 1, 2025
Language: Английский
Quantitative Assessment of the Impact of the Three-North Shelter Forest Program on Vegetation Net Primary Productivity over the Past Two Decades and Its Environmental Benefits in China
Sustainability,
Journal Year:
2024,
Volume and Issue:
16(9), P. 3656 - 3656
Published: April 26, 2024
Vegetation
net
primary
productivity
(NPP)
is
a
crucial
indicator
for
assessing
the
carbon
balance
in
terrestrial
ecosystems.
Qualitative
and
comparative
research
on
NPP
influenced
by
human
activities,
climate
change,
their
interactions
remains
insufficient.
The
Three-North
Shelter
Forest
Program
(TNSFP),
initiated
1978,
provides
valuable
reference
such
investigations.
This
study
employs
an
improved
residual
trend
method
to
analyze
spatiotemporal
patterns,
trends,
driving
factors
of
vegetation
during
second
phase
(2001–2020),
as
well
TNSFP’s
contribution
NPP.
results
indicate
that
(1)
from
2001
2020,
overall
exhibited
significant
fluctuating
upward
at
rate
3.69
g
C/m−2
annually;
(2)
precipitation,
accounting
1.527
C/m−2,
had
more
impact
compared
temperature
(0.002
C/m−2).
Climate
(76%)
significantly
region
than
activities
(24%).
In
last
decade
(2011–2020),
decreased
67%,
while
activity
increased
seven
percentage
points
previous
(2001–2010);
(3)
2001–2020,
TNSFP
contributed
10.9%
total
productivity,
approximately
2.6%
contribution;
(4)
After
was
enacted,
PM2.5
levels
average
−0.57
μg/m−3/a−1.
Concurrently,
soil
conservation
6.57
t/km2
14.37
2020.
Language: Английский
On the predictability of turbulent fluxes from land: PLUMBER2 MIP experimental description and preliminary results
Biogeosciences,
Journal Year:
2024,
Volume and Issue:
21(23), P. 5517 - 5538
Published: Dec. 12, 2024
Abstract.
Accurate
representation
of
the
turbulent
exchange
carbon,
water,
and
heat
between
land
surface
atmosphere
is
critical
for
modelling
global
energy,
carbon
cycles
in
both
future
climate
projections
weather
forecasts.
Evaluation
models'
ability
to
do
this
performed
a
wide
range
simulation
environments,
often
without
explicit
consideration
degree
observational
constraint
or
uncertainty
typically
quantification
benchmark
performance
expectations.
We
describe
Model
Intercomparison
Project
(MIP)
that
attempts
resolve
these
shortcomings,
comparing
flux
predictions
around
20
different
models
provided
with
situ
meteorological
forcing
evaluated
measured
fluxes
using
quality-controlled
data
from
170
eddy-covariance-based
tower
sites.
Predictions
seven
out-of-sample
empirical
are
used
quantify
information
available
their
so
potential
model
improvement.
Sites
unusual
behaviour,
complicated
processes,
poor
quality,
uncommon
magnitude
more
difficult
predict
mechanistic
models,
providing
means
fairer
assessment
performance.
When
examining
uncertainty,
does
not
appear
improve
low-turbulence
periods
energy-balance-corrected
data,
indeed
some
results
raise
questions
about
whether
energy
balance
correction
process
itself
appropriate.
In
all
cases
broadly
consistent,
simple
including
linear
regression,
comfortably
outperforming
models.
but
two
cases,
latent
net
ecosystem
CO2
better
predicted
by
than
sensible
flux,
despite
it
seeming
have
fewer
physical
controlling
processes.
Land
implemented
Earth
system
also
perform
notably
stand-alone
(including
demographic)
at
least
terms
examined
here.
The
approach
we
outline
enables
isolation
locations
conditions
under
which
developers
can
know
improve,
allowing
pathways
discrete
parameterisations
be
identified
targeted
development.
Language: Английский
Zinc oxide application alleviates arsenic-mediated oxidative stress via physio-biochemical mechanism in rice
Environmental Science and Pollution Research,
Journal Year:
2024,
Volume and Issue:
31(23), P. 34200 - 34213
Published: May 3, 2024
Language: Английский
Increasing Optimum Temperature of Vegetation Activity Over the Past Four Decades
Earth s Future,
Journal Year:
2024,
Volume and Issue:
12(10)
Published: Oct. 1, 2024
Abstract
Over
the
past
four
decades,
global
temperatures
have
increased
more
rapidly
than
before,
potentially
reducing
vegetation
activity
if
exceed
optimum
temperature
(T
opt
).
However,
plants
capacity
to
acclimate
rising
by
adjusting
T
,
thereby
maintaining
or
even
enhancing
photosynthesis
and
carbon
uptake.
Despite
this,
it
remains
unclear
how
of
changes
over
time
what
extent
can
current
changes.
In
this
study,
we
evaluated
temporal
trends
thermal
acclimation
magnitudes
globally
using
three
remote‐sensed
indices
eddy‐covariance
observations
gross
primary
productivity
from
1982
2020.
We
found
that
has
at
an
average
rate
0.63°C
per
decade
decades.
The
increase
in
closely
tracked
rise
annual
maximum
daily
mean
max
),
indicating
occurred
widely
across
globe.
Globally,
magnitude
0.38°C
1°C
.
Notably,
polar
continental
regions
exhibited
highest
magnitudes,
while
arid
areas
showed
lowest.
Additionally,
was
positively
affected
interannual
variability
negatively
soil
moisture
vapor
pressure
deficits.
Our
findings
indicate
terrestrial
ecosystems
acclimated
climate
warming
with
varying
degrees,
suggesting
a
greater
potential
for
land
Moreover,
these
results
highlight
necessity
earth
system
models
integrate
better
forecast
cycle.
Language: Английский