Nature Climate Change,
Journal Year:
2024,
Volume and Issue:
14(2), P. 156 - 162
Published: Jan. 10, 2024
Abstract
Ocean
eddies
play
a
critical
role
in
climate
and
marine
life.
In
the
rapidly
warming
Arctic,
little
is
known
about
how
ocean
eddy
activity
will
change
because
existing
models
cannot
resolve
Arctic
mesoscale
eddies.
Here,
by
employing
next-generation
global
sea
ice–ocean
model
with
kilometre-scale
horizontal
resolution
we
find
surge
of
kinetic
energy
upper
Ocean,
tripling
on
average
four-degree-warmer
world.
The
driving
mechanism
behind
this
an
increase
generation
due
to
enhanced
baroclinic
instability.
Despite
decline
ice,
killing
(a
process
which
are
dampened
ice
winds)
not
weaken
its
annual
mean
effect
considered
scenario.
Our
study
suggests
importance
adequately
representing
for
understanding
impacts
ecosystems.
Journal of Operational Oceanography,
Journal Year:
2022,
Volume and Issue:
15(sup1), P. 1 - 220
Published: Aug. 31, 2022
Statement
of
main
outcome:
This
section
presents
a
satellite-based
map
potential
eutrophic
and
oligotrophic
areas
in
the
European
Seas
for
year
2020,
together
with
time
series
eutrophication
past
23
years
(1998-2020)
averaged
over
Exclusive
Economic
Zones
(EEZs)
each
country.The
were
generated
on
basis
comparison
per-pixel
chlorophyll-a
data
from
remote
sensing
reporting
corresponding
climatological
90th
percentile
(P90)
established
20-year
baseline
(1998)(1999)(2000)(2001)(2002)(2003)(2004)(2005)(2006)(2007)(2008)(2009)(2010)(2011)(2012)(2013)(2014)(2015)(2016)(2017).The
results
showed
few
scattered
areas,
while
extensive
coastal
shelf
waters
indicate
status.The
distributions
point
to
localities
that
should
be
watch
determine
situ
nutrient
levels
whether
trend
is
sustained
into
future.The
at
EEZ
level
low
percentages
across
area
some
remarkable
high
events
occurring
first
decade
study
period,
followed
by
an
overall
reduction
2013
onwards.Furthermore,
several
countries,
indicator
was
often
nil
or
never
exceeded
1%
area.Results
are
then
compared
those
Sustainable
Development
Goal
(SDG,
set
United
Nations
General
Assembly)
14
global
satellite-derived
(target
14.1).
npj Climate and Atmospheric Science,
Journal Year:
2022,
Volume and Issue:
5(1)
Published: March 28, 2022
Abstract
The
Tibetan
Plateau
(TP)
is
known
as
one
of
the
most
sensitive
regions
to
climate
change,
and
it
has
experienced
accelerated
warming
in
recent
decades.
However,
what
degree
TP
amplification
relates
remote
forcing
such
sea
ice
loss
Arctic
remains
unclear.
Here,
we
found
that
decline
concentration
over
Barents-Kara
Sea
(BKS)
could
account
for
18–32%
winter
by
comparing
observational
data
ensemble
experiments
from
an
atmospheric
general
circulation
model.
reduced
BKS
resultant
upward
turbulent
heat
fluxes
can
intensify
a
Rossby
wave
train
propagating
equatorward
TP.
As
result,
enhanced
southwesterlies
towards
strengthen
warm
advection
parts
lead
warming.
In
addition,
teleconnection
between
also
exists
interannual
variability.
That
is,
tripole
mode
air
temperature,
with
centers
but
cold
center
mid-high
latitudes
Eurasian
continent
between.
Our
results
imply
thus
enhancing
Frontiers in Marine Science,
Journal Year:
2022,
Volume and Issue:
9
Published: May 18, 2022
Major
changes
have
occurred
in
the
Arctic
Ocean
during
2000–2019,
including
unprecedented
spin-up
of
Beaufort
Gyre
and
emergence
Atlantification
eastern
Eurasian
Basin.
We
explored
main
drivers
for
these
by
synthesizing
numerical
simulations
observations
this
paper.
The
atmospheric
circulation
was
unusual
some
years
period,
with
strongly
negative
wind
curl
over
Canada
However,
wind-driven
would
been
much
weaker
had
it
not
sea
ice
decline.
decline
only
fed
ocean
meltwater,
but
also
made
other
freshwater
components
more
available
to
through
mediating
surface
stress.
This
dynamical
effect
shifting
from
Basin
towards
Amerasian
resulted
Basin,
which
is
characterized
halocline
salinification
uplift
boundary
between
Atlantic
Water
layer.
Contemporarily,
caused
a
strong
warming
trend
Empirical
Orthogonal
Function
(EOF)
analysis
annual
height
period
reveals
that
first
two
modes
upper
active
centers
associated
Oscillation
High
variability,
respectively.
In
presence
EOFs
can
better
distinguish
variability
driven
modes.
Therefore,
major
past
decades
are
indicators
climate
change
as
retreat.
Our
synthesis
could
help
assess
how
might
future
climate.
IEEE Geoscience and Remote Sensing Letters,
Journal Year:
2023,
Volume and Issue:
20, P. 1 - 5
Published: Jan. 1, 2023
Bayesian
neural
networks
(BNNs)
have
been
demonstrated
to
be
effective
in
accurate
retrieval
of
sea
ice
concentration
(SIC)
from
multi-source
data,
while
providing
estimates
uncertainty,
which
are
essential
for
downstream
services.
However,
uncertainty
obtained
by
BNNs
intrinsically
uncalibrated,
indicates
that
it
may
not
correlate
well
with
model
error.
To
address
this
issue,
we
investigate
a
new
approach
combines
an
auxiliary
prediction
interval
(PI)
estimator
the
BNN-based
SIC
mean
develop
well-calibrated
is
both
and
reliable.
We
adopt
training
strategy
called
"uncertainty
matching"
train
model,
ensures
estimated
uncertainties
match
PIs.
use
subset
AMSR2
brightness
temperature
data
ERA5
atmospheric
collected
2014
2015
Baffin
Bay
area
as
input
features
model.
Comparison
between
inference
labels
enhanced
NASA
Team
(NT2)
algorithm
shows
proposed
able
produce
more
predictions
marginal
zones.
Nature Climate Change,
Journal Year:
2024,
Volume and Issue:
14(2), P. 156 - 162
Published: Jan. 10, 2024
Abstract
Ocean
eddies
play
a
critical
role
in
climate
and
marine
life.
In
the
rapidly
warming
Arctic,
little
is
known
about
how
ocean
eddy
activity
will
change
because
existing
models
cannot
resolve
Arctic
mesoscale
eddies.
Here,
by
employing
next-generation
global
sea
ice–ocean
model
with
kilometre-scale
horizontal
resolution
we
find
surge
of
kinetic
energy
upper
Ocean,
tripling
on
average
four-degree-warmer
world.
The
driving
mechanism
behind
this
an
increase
generation
due
to
enhanced
baroclinic
instability.
Despite
decline
ice,
killing
(a
process
which
are
dampened
ice
winds)
not
weaken
its
annual
mean
effect
considered
scenario.
Our
study
suggests
importance
adequately
representing
for
understanding
impacts
ecosystems.