Journal of Advances in Modeling Earth Systems,
Journal Year:
2023,
Volume and Issue:
15(3)
Published: March 1, 2023
Abstract
Accurately
predicting
future
ocean
acidification
(OA)
conditions
is
crucial
for
advancing
OA
research
at
regional
and
global
scales,
guiding
society's
mitigation
adaptation
efforts.
This
study
presents
a
new
model‐data
fusion
product
covering
10
surface
indicators
based
on
14
Earth
System
Models
(ESMs)
from
the
Coupled
Model
Intercomparison
Project
Phase
6
(CMIP6),
along
with
three
recent
observational
carbon
data
products.
The
include
fugacity
of
dioxide,
pH
total
scale,
hydrogen
ion
content,
free
carbonate
aragonite
saturation
state,
calcite
Revelle
Factor,
dissolved
inorganic
alkalinity
content.
evolution
these
presented
1°
×
grid
as
decadal
averages
every
years
preindustrial
(1750),
through
historical
(1850–2010),
to
five
Shared
Socioeconomic
Pathways
(2020–2100):
SSP1‐1.9,
SSP1‐2.6,
SSP2‐4.5,
SSP3‐7.0,
SSP5‐8.5.
These
trajectories
represent
an
improvement
over
previous
products
respect
quantity,
spatial
temporal
coverage,
diversity
underlying
model
simulations,
provided
SSPs.
generated
offers
state‐of‐the‐art
management
tool
21st
century
under
combined
stressors
climate
change
acidification.
gridded
available
in
NetCDF
National
Oceanic
Atmospheric
Administration
(NOAA)
Centers
Environmental
Information:
https://www.ncei.noaa.gov/data/oceans/ncei/ocads/metadata/0259391.html
,
maps
are
jpeg
at:
https://www.ncei.noaa.gov/access/ocean-carbon-acidification-data-system/synthesis/surface-oa-indicators.html
.
Biogeosciences,
Journal Year:
2020,
Volume and Issue:
17(13), P. 3439 - 3470
Published: July 6, 2020
Abstract.
Anthropogenic
climate
change
is
projected
to
lead
ocean
warming,
acidification,
deoxygenation,
reductions
in
near-surface
nutrients,
and
changes
primary
production,
all
of
which
are
expected
affect
marine
ecosystems.
Here
we
assess
projections
these
drivers
environmental
over
the
twenty-first
century
from
Earth
system
models
(ESMs)
participating
Coupled
Model
Intercomparison
Project
Phase
6
(CMIP6)
that
were
forced
under
CMIP6
Shared
Socioeconomic
Pathways
(SSPs).
Projections
compared
those
previous
generation
(CMIP5)
Representative
Concentration
(RCPs).
A
total
10
CMIP5
13
used
two
multi-model
ensembles.
Under
high-emission
scenario
SSP5-8.5,
global
mean
(2080–2099
values
relative
1870–1899)
±
inter-model
SD
sea
surface
temperature,
pH,
subsurface
(100–600
m)
oxygen
concentration,
euphotic
(0–100
nitrate
depth-integrated
production
+3.47±0.78
∘C,
-0.44±0.005,
-13.27±5.28,
-1.06±0.45
mmol
m−3
-2.99±9.11
%,
respectively.
low-emission,
high-mitigation
SSP1-2.6,
corresponding
+1.42±0.32
-0.16±0.002,
-6.36±2.92,
-0.52±0.23
m−3,
-0.56±4.12
%.
Projected
exposure
ecosystem
depends
largely
on
extent
future
emissions,
consistent
with
studies.
The
ESMs
generally
project
greater
but
lesser
declines
than
comparable
radiative
forcing.
increased
warming
results
a
general
increase
sensitivity
CMIP5.
This
enhanced
increases
upper-ocean
stratification
projections,
contributes
ventilation.
acidification
primarily
consequence
SSPs
having
higher
associated
atmospheric
CO2
concentrations
their
RCP
analogues
for
same
We
find
no
reduction
uncertainties,
even
an
net
uncertainties
CMIP6,
as
Biogeosciences,
Journal Year:
2020,
Volume and Issue:
17(16), P. 4173 - 4222
Published: Aug. 18, 2020
Abstract.
Results
from
the
fully
and
biogeochemically
coupled
simulations
in
which
CO2
increases
at
a
rate
of
1
%
yr−1
(1pctCO2)
its
preindustrial
value
are
analyzed
to
quantify
magnitude
carbon–concentration
carbon–climate
feedback
parameters
measure
response
ocean
terrestrial
carbon
pools
changes
atmospheric
concentration
resulting
change
global
climate,
respectively.
The
results
based
on
11
comprehensive
Earth
system
models
most
recent
(sixth)
Coupled
Model
Intercomparison
Project
(CMIP6)
compared
with
eight
fifth
CMIP
(CMIP5).
strength
is
comparable
magnitudes
over
land
(mean
±
standard
deviation
=
0.97
0.40
PgC
ppm−1)
(0.79
0.07
ppm−1),
while
(−45.1
50.6
∘C−1)
about
3
times
larger
than
(−17.2
5.0
∘C−1).
both
feedbacks
an
order
more
uncertain
as
has
been
seen
existing
studies.
These
values
their
spread
CMIP6
have
not
changed
significantly
CMIP5
models.
absolute
lower
for
that
include
representation
nitrogen
cycle.
transient
climate
cumulative
emissions
(TCRE)
considered
here
1.77
0.37
∘C
EgC−1
similar
found
(1.63
0.48
EgC−1)
but
somewhat
reduced
model
spread.
expressions
configurations
1pctCO2
simulation
simplified
when
small
temperature
ignored.
Decomposition
terms
these
used
gain
insight
into
reasons
differing
responses
among
cycle
Earth System Dynamics,
Journal Year:
2021,
Volume and Issue:
12(1), P. 253 - 293
Published: March 1, 2021
Abstract.
The
Scenario
Model
Intercomparison
Project
(ScenarioMIP)
defines
and
coordinates
the
main
set
of
future
climate
projections,
based
on
concentration-driven
simulations,
within
Coupled
phase
6
(CMIP6).
This
paper
presents
a
range
its
outcomes
by
synthesizing
results
from
participating
global
coupled
Earth
system
models.
We
limit
our
scope
to
analysis
strictly
geophysical
outcomes:
mainly
averages
spatial
patterns
change
for
surface
air
temperature
precipitation.
also
compare
CMIP6
projections
CMIP5
results,
especially
those
scenarios
that
were
designed
provide
continuity
across
CMIP
phases,
at
same
time
highlighting
important
differences
in
forcing
composition,
as
well
results.
precipitation
changes
end
century
(2081–2100)
encompassing
Tier
1
experiments
Shared
Socioeconomic
Pathway
(SSP)
(SSP1-2.6,
SSP2-4.5,
SSP3-7.0
SSP5-8.5)
SSP1-1.9
spans
larger
compared
CMIP5,
due
higher
warming
(by
close
1.5
∘C)
reached
upper
5
%–95
%
envelope
highest
scenario
(SSP5-8.5).
is
both
wider
radiative
new
cover
sensitivities
some
models
their
predecessors.
Spatial
averaged
over
have
familiar
features,
an
variations
confirms
model
structural
be
dominant
source
uncertainty.
Models
differ
with
respect
size
evolution
internal
variability
measured
individual
models'
initial
condition
ensemble
spreads,
according
simulations
available
under
SSP3-7.0.
These
suggest
tendency
decrease
along
course
this
scenario,
result
will
benefit
further
Benefits
mitigation,
all
else
being
equal
terms
societal
drivers,
appear
clearly
when
comparing
developed
SSP
but
which
different
degrees
mitigation
been
applied.
It
found
mild
overshoot
few
decades
around
mid-century,
represented
SSP5-3.4OS,
does
not
affect
outcome
2100,
return
levels
gradually
increasing
SSP4-3.4
(not
erasing
possibility,
however,
other
aspects
may
easily
reversible).
Central
estimates
means
reach
given
level
might
biased
inclusion
shown
faster
historical
period
than
observed.
Those
show
reaching
∘C
1850–1900
baseline
second
half
current
decade,
span
between
slow
fast
covering
20
27
years
present.
2
early
2039
mean
SSP5-8.5
late
mid-2060s
SSP1-2.6.
considered
(5
only
until
mid-2090s.
Atmospheric chemistry and physics,
Journal Year:
2020,
Volume and Issue:
20(23), P. 14547 - 14579
Published: Nov. 30, 2020
Abstract.
Poor
air
quality
is
currently
responsible
for
large
impacts
on
human
health
across
the
world.
In
addition,
pollutants
ozone
(O3)
and
particulate
matter
less
than
2.5
µm
in
diameter
(PM2.5)
are
also
radiatively
active
atmosphere
can
influence
Earth's
climate.
It
important
to
understand
effect
of
climate
mitigation
measures
over
historical
period
different
future
scenarios
ascertain
any
from
both
health.
The
Coupled
Model
Intercomparison
Project
Phase
6
(CMIP6)
presents
an
opportunity
analyse
change
simulated
by
current
generation
Earth
system
models
that
include
a
representation
chemistry
aerosols
(particulate
matter).
shared
socio-economic
pathways
(SSPs)
used
within
CMIP6
encompass
wide
range
trajectories
precursor
emissions
change,
allowing
improved
analysis
changes
pollutants.
Firstly,
we
conduct
evaluation
available
against
surface
observations
O3
PM2.5.
consistently
overestimate
observed
concentrations
most
regions
seasons
up
16
ppb,
with
diversity
values
Northern
Hemisphere
continental
regions.
Conversely,
PM2.5
underestimated
10
µg
m−3,
particularly
winter
months,
largest
model
near
natural
emission
source
biases
when
compared
similar
those
found
previous
studies.
Over
(1850–2014)
increases
all
regions,
mid
late
20th
century,
anthropogenic
increase
markedly.
Large
regional
East
South
Asia
annual
mean
40
ppb
12
m−3
containing
strong
(ssp126),
substantially
reduced
15
However,
weak
action
mitigating
reducing
pollutant
(ssp370),
(up
ppb)
8
m−3)
although,
like
North
America
Europe
small
reductions
due
reduction
this
scenario.
A
comparison
individual
highlights
differences
interaction
aerosols,
chemistry,
sources
models.
projection
latest
shows
particular
trajectory
could
have
consequences
quality,
near-term
Differences
between
emphasise
importance
understanding
how
feedbacks
sources,
e.g.
response
biogenic
under
change.
Nature Climate Change,
Journal Year:
2021,
Volume and Issue:
11(11), P. 973 - 981
Published: Oct. 21, 2021
Projections
of
climate
change
impacts
on
marine
ecosystems
have
revealed
long-term
declines
in
global
animal
biomass
and
unevenly
distributed
fisheries.
Here
we
apply
an
enhanced
suite
ecosystem
models
from
the
Fisheries
Marine
Ecosystem
Model
Intercomparison
Project
(Fish-MIP),
forced
by
new-generation
Earth
system
model
outputs
Phase
6
Coupled
(CMIP6),
to
provide
insights
into
how
projected
will
affect
future
ocean
ecosystems.
Compared
with
previous
generation
CMIP5-forced
Fish-MIP
ensemble,
new
ensemble
simulations
show
a
greater
decline
mean
under
both
strong-mitigation
high-emissions
scenarios
due
elevated
warming,
despite
uncertainty
net
primary
production
scenario.
Regional
shifts
direction
changes
highlight
continued
urgent
need
reduce
responses
help
support
adaptation
planning.
Earth system science data,
Journal Year:
2022,
Volume and Issue:
14(8), P. 3835 - 3873
Published: Aug. 29, 2022
Abstract.
There
is
a
scientific
consensus
on
the
need
for
spatially
detailed
information
urban
landscapes
at
global
scale.
These
data
can
support
range
of
environmental
services,
since
cities
are
places
intense
resource
consumption
and
waste
generation
concentrated
infrastructure
human
settlement
exposed
to
multiple
hazards
natural
anthropogenic
origin.
In
face
climate
change,
also
required
explore
future
urbanization
pathways
design
strategies
in
order
lock
long-term
resilience
sustainability,
protecting
from
decisions
that
could
undermine
their
adaptability
mitigation
role.
To
serve
this
purpose,
we
present
100
m-resolution
map
local
zones
(LCZs),
universal
typology
distinguish
areas
holistic
basis,
accounting
typical
combination
micro-scale
land
covers
associated
physical
properties.
The
LCZ
map,
composed
10
built
7
cover
types,
generated
by
feeding
an
unprecedented
number
labelled
training
earth
observation
images
into
lightweight
random
forest
models.
Its
quality
assessed
using
bootstrap
cross-validation
alongside
thematic
benchmark
150
selected
functional
independent
open-source
surface
cover,
imperviousness,
building
height,
heat.
As
each
type
with
generic
numerical
descriptions
key
canopy
parameters
regulate
atmospheric
responses
urbanization,
availability
globally
consistent
climate-relevant
description
important
prerequisite
supporting
model
development
creating
evidence-based
climate-sensitive
planning
policies.
This
dataset
be
downloaded
https://doi.org/10.5281/zenodo.6364594
(Demuzere
et
al.,
2022a).
Journal of Advances in Modeling Earth Systems,
Journal Year:
2022,
Volume and Issue:
14(12)
Published: Oct. 31, 2022
Abstract
This
work
documents
version
two
of
the
Department
Energy's
Energy
Exascale
Earth
System
Model
(E3SM).
E3SMv2
is
a
significant
evolution
from
its
predecessor
E3SMv1,
resulting
in
model
that
nearly
twice
as
fast
and
with
simulated
climate
improved
many
metrics.
We
describe
physical
lower
horizontal
resolution
configuration
consisting
110
km
atmosphere,
165
land,
0.5°
river
routing
model,
an
ocean
sea
ice
mesh
spacing
varying
between
60
mid‐latitudes
30
at
equator
poles.
The
performance
evaluated
Coupled
Intercomparison
Project
Phase
6
Diagnosis,
Evaluation,
Characterization
Klima
simulations
augmented
historical
well
to
evaluate
impacts
different
forcing
agents.
has
realistic
features
system,
notable
improvements
clouds
precipitation
compared
E3SMv1.
E3SMv1
suffered
excessively
high
equilibrium
sensitivity
(ECS)
5.3
K.
In
E3SMv2,
ECS
reduced
4.0
K
which
now
within
plausible
range
based
on
recent
World
Climate
Research
Program
assessment.
However,
number
important
biases
remain
including
weak
Atlantic
Meridional
Overturning
Circulation,
deficiencies
characteristics
spectral
distribution
tropical
atmospheric
variability,
underestimation
observed
warming
second
half
period.
An
analysis
single‐forcing
indicates
correcting
temperature
bias
would
require
substantial
reduction
magnitude
aerosol‐related
forcing.
Limnology and Oceanography,
Journal Year:
2021,
Volume and Issue:
66(5), P. 1639 - 1664
Published: Feb. 17, 2021
Abstract
Fishes
are
the
dominant
vertebrates
in
ocean,
yet
we
know
little
of
their
contribution
to
carbon
export
flux
at
regional
global
scales.
We
synthesize
existing
information
on
fish‐based
coastal
and
pelagic
waters,
identify
gaps
challenges
measuring
this
approaches
address
them,
recommend
research
priorities.
Based
our
synthesis
passive
(fecal
pellet
sinking)
active
(migratory)
fishes,
estimated
that
fishes
contribute
an
average
(±
standard
deviation)
about
16.1%
13%)
total
out
euphotic
zone.
Using
mean
value
model‐generated
estimates,
equates
annual
1.5
±
1.2
Pg
C
yr
−1
.
High
variability
estimations
among
previous
field
studies
reported
here
highlight
significant
methodological
variations
observational
present
knowledge.
Community‐adopted
standards,
improved
more
frequent
measurements
biomass
fluxes
stronger
linkages
between
observations
models
will
decrease
uncertainty,
increase
confidence
estimation
flux,
enable
identification
controlling
factors
account
for
spatial
temporal
variability.
Better
constraints
key
component
biological
pump
provide
a
baseline
understanding
how
ongoing
climate
change
harvest
affect
role
play
flux.
Journal of Advances in Modeling Earth Systems,
Journal Year:
2020,
Volume and Issue:
12(10)
Published: Aug. 22, 2020
Abstract
This
contribution
describes
the
ocean
biogeochemical
component
of
Geophysical
Fluid
Dynamics
Laboratory's
Earth
System
Model
4.1
(GFDL‐ESM4.1),
assesses
GFDL‐ESM4.1's
capacity
to
capture
observed
patterns,
and
documents
its
response
increasing
atmospheric
CO
2
.
Notable
differences
relative
previous
generation
GFDL
ESM's
include
enhanced
resolution
plankton
food
web
dynamics,
refined
particle
remineralization,
a
larger
number
exchanges
nutrients
across
system
components.
During
model
spin‐up,
carbon
drift
rapidly
fell
below
10
Pg
C
per
century
equilibration
criterion
established
by
Coupled
Climate‐Carbon
Cycle
Intercomparison
Project
(C4MIP).
Simulations
robustly
captured
large‐scale
nutrient
distributions,
characteristics
biological
pump.
The
overexpressed
phosphate
limitation
open
hypoxia
in
some
areas
but
still
yielded
realistic
surface
deep
properties,
including
cumulative
uptake
since
preindustrial
times
over
last
decades
that
is
consistent
with
observation‐based
estimates.
model's
direct
radiative
effects
200%
increase
from
conditions
(i.e.,
years
101–120
1%
yr
−1
simulation)
included
(a)
weakened,
shoaling
organic
pump
leading
38%
reduction
sinking
flux
at
2,000
m;
(b)
two‐thirds
calcium
carbonate
nonetheless
generated
only
weak
calcite
compensation
on
time‐scales;
and,
contrast
ESMs,
(c)
moderate
global
net
primary
production
was
amplified
higher
trophic
levels.
We
conclude
discussion
limitations
priority
developments.