Abstract.
The
global
ocean
takes
up
nearly
a
quarter
of
anthropogenic
CO2
emissions
annually,
but
the
variability
this
uptake
at
regional
scales
remains
poorly
understood.
Here
we
use
neural
network
approach
to
interpolate
sparse
observations,
creating
monthly
gridded
seawater
partial
pressure
(pCO2)
data
product
from
January
1998
December
2019,
1/12°
×
spatial
resolution,
in
Northeast
Pacific
open
ocean.
(ANN-NEP;
NCEI
Record
ID:
BGSH2HNRP)
was
created
pCO2
observations
within
2021
version
Surface
Ocean
Atlas
(SOCAT),
and
range
predictor
variables
acting
as
proxies
for
processes
affecting
create
non-linear
relationships
resolution
four
times
greater
than
leading
products
with
better
overall
performance.
In
moving
higher
show
that
internal
division
training
is
most
important
parameter
reducing
overfitting.
Using
our
product,
wind
speed,
atmospheric
CO2,
evaluate
air-sea
flux
variability.
On
sub-decadal
decadal
timescales,
find
upwelling
strength
subpolar
Alaskan
Gyre,
driven
by
large-scale
forcing,
acts
primary
control
on
(r2
=
0.93,
p
<
0.01).
northern
part
study
region,
divergence
enhanced
increased
local
stress
curl,
enhancing
entrainment
naturally
CO2-rich
subsurface
waters,
decade-long
intervals
strong
winter
outgassing.
During
recent
marine
heatwaves
2013
on,
(by
much
45
%)
due
limited
wintertime
entrainment.
Our
estimates
long-term
surface
increase
rate
below
trend
(1.4
±
0.1
μatm
yr−1)
slowest
center
gyre
where
there
interaction
waters.
This
mismatch
suggests
sink
may
be
increasing.
ICES Journal of Marine Science,
Journal Year:
2025,
Volume and Issue:
82(1)
Published: Jan. 1, 2025
Abstract
Intergenerational
diversity
is
central
to
achieving
long-term
ocean
sustainability.
As
such,
one
of
the
main
goals
and
challenges
in
UN
Decade
Ocean
Science
for
Sustainable
Development
(2021–2030)
fostering
engagement
leadership
across
career
stages
from
diverse
sectors.
To
understand
knowledge
professional
development
needs
next
generation,
we
surveyed
perspectives
1344
Early
Career
Professionals
(ECOPs)
108
countries
territories.
We
assess
survey
results,
reflect
on
what
has
been
done
address
these
halfway
through
Decade,
suggest
areas
further
progress.
found
that
climate
change
its
social
ecological
impacts
are
unifying
topical
priority
ECOPs
globally.
called
support
access
development.
Despite
progress
many
initiatives,
enhanced
opportunities
collaboration
disciplines
sectors,
mentorship
development,
resource-sharing
regions,
inclusion
decision-making
policy
processes,
socially
impactful
applied
research
require
attention.
In
addition,
responses
indicated
funding,
infrastructure,
science
tools
was
not
equitably
distributed
globally,
with
need
prioritize
Global
South
island
nations
states.
The
results
this
global
serve
as
a
foundational
step
upon
continue
co-design
deliver
collective
vision
sustainability
involving
generation
leaders
throughout
second
half
beyond.
Perspectives of Earth and Space Scientists,
Journal Year:
2025,
Volume and Issue:
6(1)
Published: Jan. 4, 2025
Abstract
In
addition
to
steep
carbon
emission
reductions,
all
modeled
pathways
reach
global
climate
goals
require
removal.
Marine
dioxide
removal
has
the
potential
play
a
large
role
in
drawing
down
legacy
anthropogenic
emissions
due
scalability
and
durability
of
proposed
methods.
While
this
field
is
rapidly
expanding,
number
issues
remain,
including
efforts
grow
industry,
align
projects
with
equity
justice
goals,
ensure
development
trusted,
unique,
durable
credits.
We,
group
early
career
ocean
professionals
(ECOPs),
provide
an
overview
scale
field,
aforementioned
issues,
then
make
recommendations
expand
capacity
marine
sector.
We
argue
that
substantial
investment
needed
reduce
costs
spur
innovation
monitoring,
reporting,
verification,
but
also
training
researchers.
Careful
co‐design
by
experienced
emerging
collaborators,
local
communities,
can
help
mitigate
perpetuating
existing
inequalities.
Given
anticipated
growth
workforce,
ECOPs
contribute
their
interdisciplinary
expertise,
if
they
are
supported
within
traditional
structures.
Those
entering
leverage
skill
sets
intersect
engineering,
policy,
community
engagement,
business.
maintain
will
be
key
leaders
appropriately
engaged,
compensated,
empowered.
Journal of Geophysical Research Oceans,
Journal Year:
2024,
Volume and Issue:
129(7)
Published: July 1, 2024
Abstract
The
role
of
coastal
oceans
in
regulating
atmospheric
carbon
dioxide
remains
poorly
quantified
and
understood.
Here,
we
use
a
two‐step
neural
network
approach
to
generate
estimates
from
sparse
observational
data
the
Northeast
Pacific
Ocean
at
an
unprecedented
spatial
resolution
1/12°
with
coverage
nearshore
(0–25
km
offshore).
We
compiled
partial
pressure
(
p
CO
2
)
observations
as
well
range
predictor
variables
including
satellite‐based
physical
oceanographic
reanalysis
products.
With
representing
processes
affecting
,
created
non‐linear
relationships
interpolate
1998
2019.
Compared
situ
shipboard
mooring
observations,
our
product
captures
broad
patterns
seasonal
cycle
variability
well.
A
sensitivity
analysis
identifies
that
parameters
responsible
for
network's
ability
capture
regional
are
associated
mechanistic
processes,
mixed
layer
deepening,
mesoscale
eddies,
gyre
upwelling.
Using
wind
speed
calculated
air‐sea
fluxes.
report
anticorrelation
between
annual
flux
its
amplitude
relationship
driven
by
circulation,
opposing
upwelling/relaxation
versus
downwelling,
effects
winter
mixing
primary
productivity.
show
inclusion
net
outgassing
fluxes
lowers
overall
flux.
Overall,
results
suggest
region
is
sink
(−0.7
mol
m
−2
yr
−1
trends
indicating
increasing
oceanic
uptake
due
strong
connectivity
subsurface
waters.
Biogeosciences,
Journal Year:
2023,
Volume and Issue:
20(18), P. 3919 - 3941
Published: Sept. 27, 2023
Abstract.
The
global
ocean
takes
up
nearly
a
quarter
of
anthropogenic
CO2
emissions
annually,
but
the
variability
in
this
uptake
at
regional
scales
remains
poorly
understood.
Here
we
use
neural
network
approach
to
interpolate
sparse
observations,
creating
monthly
gridded
seawater
partial
pressure
(pCO2)
data
product
from
January
1998
December
2019,
1/12∘
×
spatial
resolution,
northeast
Pacific
open
ocean,
net
sink
region.
(ANN-NEP;
NCEI
Accession
0277836)
was
created
pCO2
observations
within
2021
version
Surface
Ocean
Atlas
(SOCAT)
and
range
predictor
variables
acting
as
proxies
for
processes
affecting
create
nonlinear
relationships
resolution
4
times
greater
than
leading
products
with
better
overall
performance.
In
moving
higher
show
that
internal
division
training
is
most
important
parameter
reducing
overfitting.
Using
our
product,
wind
speed,
atmospheric
CO2,
evaluate
air–sea
flux
variability.
On
sub-decadal
decadal
timescales,
find
upwelling
strength
subpolar
Alaskan
Gyre,
driven
by
large-scale
forcing,
acts
primary
control
on
(r2=0.93,
p<0.01).
northern
part
study
region,
divergence
enhanced
increased
local
stress
curl,
enhancing
entrainment
naturally
CO2-rich
subsurface
waters,
decade-long
intervals
strong
winter
outgassing.
During
recent
marine
heat
waves
2013
on,
(by
much
45
%)
due
limited
wintertime
entrainment.
Our
estimates
long-term
surface
increase
rate
below
trend
(1.4
±
0.1
µatm
yr−1)
slowest
center
gyre
where
there
interaction
waters.
This
mismatch
suggests
may
be
increasing.
Frontiers in Marine Science,
Journal Year:
2024,
Volume and Issue:
11
Published: Oct. 25, 2024
The
Labrador
Sea
in
the
subpolar
North
Atlantic
is
known
for
its
large
air-to-sea
CO
2
fluxes,
which
can
be
around
40%
higher
than
other
regions
of
intense
ocean
uptake
like
Eastern
Pacific
and
within
Northwest
Atlantic.
This
region
also
a
hot-spot
storage
anthropogenic
.
Deep
water
formed
here,
so
that
dissolved
gas
by
surface
directly
connects
to
deeper
waters,
helping
determine
how
much
atmospheric
may
sequestered
(or
released)
deep
ocean.
Currently,
Central
acts
as
year-round
sink
,
with
intensification
driven
biological
production
spring
lasting
through
summer
fall.
Observational
estimates
air-sea
fluxes
rely
upon
very
limited,
scattered
data
distinct
lack
wintertime
observations.
Here,
we
compile
observations
p
from
moorings
underway
measurements,
including
previously
unreported
data,
between
2000
2020,
create
baseline
seasonal
climatology
Sea.
used
reference
compare
against
observational-based
statistical
regional
collection
global
products.
comparison
reveals
systematic
differences
representation
cycle
uncertainties
magnitude
fluxes.
analysis
paramount
importance
long-term,
seasonally-resolved
coverage
this
order
accurately
quantify
size
present
sensitivity
climate
perturbations.
Water,
Journal Year:
2024,
Volume and Issue:
16(12), P. 1667 - 1667
Published: June 12, 2024
Understanding
the
oceanic
carbon
cycle,
particularly
in
Arctic
regions,
is
crucial
for
addressing
climate
change.
However,
significant
research
gaps
persist,
especially
regarding
effects
on
cycle
these
regions.
This
review
systematically
explores
Arctic-related
research,
focusing
mechanisms,
regulatory
frameworks,
and
modelling
approaches
sink,
change
impact,
maritime
shipping.
The
findings
highlight
Arctic’s
limited
observer
presence
high
operational
costs,
hindering
data
availability
studies
carbon-cycle
changes.
underscores
need
to
integrate
real-time
Ocean
monitoring
data.
Carbon
sink
urgently
requires
direct
methods
measure
anthropogenic
uptake
address
uncertainties
air–ocean
fluxes
due
sea
ice
melting.
Unlike
terrestrial
cycling
oceans,
which
are
essential
absorbing
emissions,
receive
insufficient
attention,
Numerous
policies
often
fall
short
achieving
effective
mitigation,
frequently
depending
voluntary
or
market-based
approaches.
Analyzing
models
has
uncovered
limitations,
primarily
their
global
perspective,
hampering
in-depth
assessments
of
To
pave
way
future
enhancing
recommended,
as
well
fostering
international
cooperation
enforcing
policies,
improving
regional
Ocean.
Journal of Geophysical Research Oceans,
Journal Year:
2024,
Volume and Issue:
129(8)
Published: Aug. 1, 2024
Abstract
Utilizing
an
11‐year
(2011–2021)
data
set,
we
report
surface‐ocean
p
CO
2
in
Baffin
Bay
during
the
open‐water
season
(June–October)
to
establish
a
baseline
understanding
of
surface
seawater
carbon
dynamics
this
region.
We
found
was
strongly
undersaturated
(70–130
μatm
below
saturation,
depending
on
year),
albeit
with
substantial
regional
variability.
Though
temperature
be
generally
strong
control
,
sea‐ice
and
other
non‐thermal
drivers
controlled
at
certain
times
regions.
The
Island
Current
region
(western
Bay)
experienced
relatively
high
instances
cover,
usually
early
spring.
Average
comparatively
lower
West
Greenland
(eastern
which
is
ice‐free
substantially
longer
(by
3–4
months)
where
acted
as
dominant
.
With
respect
temporal
variations,
June
had
lowest
season,
coinciding
active
melt.
Surface‐ocean
then
increased
month‐to‐month
through
July
August
due
warming
decreased
meltwater
dilution,
increasing
again
into
September
before
stabilizing
October.
Generally,
controls
decrease
mid‐summer
(possibly
primary
production,
melt,
circulation),
but
increase
fall
(vertical
mixing).
Despite
spatial
variation
over
persistent
undersaturation
suggests
that
potentially
sink,
even
comparison
uptake
regions
across
western
Arctic.
Fishes,
Journal Year:
2024,
Volume and Issue:
9(8), P. 318 - 318
Published: Aug. 9, 2024
With
the
increasing
pressure
of
resource
decline
and
environmental
pollution
faced
by
green
transformation
marine
fisheries,
fishery
carbon
sinks
are
an
increasingly
close
link
to
national
strategic
interests
economic
lifelines.
It
is,
therefore,
necessary
explore
paths
for
enhancement
development
sink
capacity
fisheries.
Based
on
data
fisheries
from
2002
2021,
this
paper
measures
characteristics
in
provincial
areas,
applies
kernel
density
estimation
method
depict
dynamic
evolution
distribution
absolute
differences
sinks,
at
same
time,
identifies
factors
influencing
spatial
imbalance
as
well
spillover
effects.
The
results
show
following:
(1)
From
total
amount,
China’s
three
circles
has
fluctuated
increased
over
past
20
years,
with
obvious
among
different
circles,
eastern,
northern,
southern
risen
sequentially.
This
trend
corresponds
disparities
demonstrating
a
transition
industrial
driving
(2)
point
view,
shows
year
year,
concentrating
overflowing
between
circles.
(3)
partial
derivative
test
further
that
main
capital,
labor,
market
openness
have
direct
positive
effects
effect
innovation
is
strongest,
significance
indirect
weaker
compared
effect.
As
result,
large
room
improvement,
order
promote
high-quality
it
still
accelerate
circulation
resources
within
circle,
research
technology,
actively
develop
fishery,
enhance
specialization
aquatic
product
processing.
Abstract.
The
global
ocean
takes
up
nearly
a
quarter
of
anthropogenic
CO2
emissions
annually,
but
the
variability
this
uptake
at
regional
scales
remains
poorly
understood.
Here
we
use
neural
network
approach
to
interpolate
sparse
observations,
creating
monthly
gridded
seawater
partial
pressure
(pCO2)
data
product
from
January
1998
December
2019,
1/12°
×
spatial
resolution,
in
Northeast
Pacific
open
ocean.
(ANN-NEP;
NCEI
Record
ID:
BGSH2HNRP)
was
created
pCO2
observations
within
2021
version
Surface
Ocean
Atlas
(SOCAT),
and
range
predictor
variables
acting
as
proxies
for
processes
affecting
create
non-linear
relationships
resolution
four
times
greater
than
leading
products
with
better
overall
performance.
In
moving
higher
show
that
internal
division
training
is
most
important
parameter
reducing
overfitting.
Using
our
product,
wind
speed,
atmospheric
CO2,
evaluate
air-sea
flux
variability.
On
sub-decadal
decadal
timescales,
find
upwelling
strength
subpolar
Alaskan
Gyre,
driven
by
large-scale
forcing,
acts
primary
control
on
(r2
=
0.93,
p
<
0.01).
northern
part
study
region,
divergence
enhanced
increased
local
stress
curl,
enhancing
entrainment
naturally
CO2-rich
subsurface
waters,
decade-long
intervals
strong
winter
outgassing.
During
recent
marine
heatwaves
2013
on,
(by
much
45
%)
due
limited
wintertime
entrainment.
Our
estimates
long-term
surface
increase
rate
below
trend
(1.4
±
0.1
μatm
yr−1)
slowest
center
gyre
where
there
interaction
waters.
This
mismatch
suggests
sink
may
be
increasing.