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Reexamining future projections of
Arctic climate linkages
Zachary M. Labe
Postdoc in Seasonal-to-Decadal Variability
& Predictability Division at NOAA GFDL
and AOS at Princeton University
with…
Gudrun Magnusdottir
Yannick Peings
10 May 2024; Princeton University
AOS Student/Postdoc Seminar
NOW
Start of
satellite-era
The Arctic is warming more than 3 times
faster than the global average!
The Arctic is warming more
than 3 times faster than
the global average!
https://zacklabe.com/climate-model-projections/
[Newson, 1973;
Nature]
“…great warming of the
lower layers of the
troposphere over the
Arctic basin... In fact,
there is a lowering of
mid-latitude continental
temperatures near the
surface”
Vihma, 2014
Cohen et al. 2014
Barnes and Screen, 2015
Overland et al. 2016
Francis, 2017
Francis et al. 2017
Screen et al. 2018
CLIVAR Working Group, 2018
Screen et al. 2018
Vavrus, 2018
Coumou et al. 2018
Smith et al. 2019
Cohen et al. 2020
Global climate change
Northern Hemisphere
mid-latitude weather
Arctic
Amplification
Changes in:
+ Storm tracks
+ Jet stream
+ Planetary waves
Natural Variability
+ Internal modes
+ Solar cycle
+ Volcanoes
Northern Hemisphere cryosphere changes
+ Summer and early fall Arctic sea-ice loss
+ Fall Eurasian snow cover increases
+ Late fall and winter Arctic sea-ice loss
Polar Vortex
[adapted/changed from
Cohen et al., 2014;
Nature Geosciences]
Global climate change
Northern Hemisphere
mid-latitude weather
Arctic
Amplification
Changes in:
+ Storm tracks
+ Jet stream
+ Planetary waves
Natural Variability
+ Internal modes
+ Solar cycle
+ Volcanoes
Northern Hemisphere cryosphere changes
+ Summer and early fall Arctic sea-ice loss
+ Fall Eurasian snow cover increases
+ Late fall and winter Arctic sea-ice loss
Polar Vortex
[adapted/changed from
Cohen et al., 2014;
Nature Geosciences]
Global climate change
Northern Hemisphere
mid-latitude weather
Arctic
Amplification
Changes in:
+ Storm tracks
+ Jet stream
+ Planetary waves
Natural Variability
+ Internal modes
+ Solar cycle
+ Volcanoes
Northern Hemisphere cryosphere changes
+ Summer and early fall Arctic sea-ice loss
+ Fall Eurasian snow cover increases
+ Late fall and winter Arctic sea-ice loss
Polar Vortex
[adapted/changed from
Cohen et al., 2014;
Nature Geosciences]
Global climate change
Northern Hemisphere
mid-latitude weather
Arctic
Amplification
Changes in:
+ Storm tracks
+ Jet stream
+ Planetary waves
Natural Variability
+ Internal modes
+ Solar cycle
+ Volcanoes
Northern Hemisphere cryosphere changes
+ Summer and early fall Arctic sea-ice loss
+ Fall Eurasian snow cover increases
+ Late fall and winter Arctic sea-ice loss
Polar Vortex
[adapted/changed from
Cohen et al., 2014;
Nature Geosciences]
Global climate change
Northern Hemisphere
mid-latitude weather
Arctic
Amplification
Changes in:
+ Storm tracks
+ Jet stream
+ Planetary waves
Natural Variability
+ Internal modes
+ Solar cycle
+ Volcanoes
Northern Hemisphere cryosphere changes
+ Summer and early fall Arctic sea-ice loss
+ Fall Eurasian snow cover increases
+ Late fall and winter Arctic sea-ice loss
Polar Vortex
[adapted/changed from
Cohen et al., 2014;
Nature Geosciences]
Global climate change
Northern Hemisphere
mid-latitude weather
Arctic
Amplification
Changes in:
+ Storm tracks
+ Jet stream
+ Planetary waves
Natural Variability
+ Internal modes
+ Solar cycle
+ Volcanoes
Northern Hemisphere cryosphere changes
+ Summer and early fall Arctic sea-ice loss
+ Fall Eurasian snow cover increases
+ Late fall and winter Arctic sea-ice loss
[adapted/changed from
Cohen et al., 2014;
Nature Geosciences]
Polar Vortex
MOTIVATION
ARCTIC SEA ICE
MID-LATITUDE
WEATHER
MOTIVATION
ARCTIC SEA ICE
MID-LATITUDE
WEATHER
MOTIVATION
ARCTIC SEA ICE
MID-LATITUDE
WEATHER
Historical Future
MOTIVATION
ARCTIC SEA ICE
MID-LATITUDE
WEATHER
Future
X
[ SIT ]
Sea Ice
Thickness
Depth between sea
surface and ice/snow
layer
[ SIC ]
Sea Ice
Concentration
Fraction (%) of seawater
covered by ice
Snow
Ice
[ SIE ]
Sea Ice
Extent
Area of seawater
covered by any
amount of ice (>15%)
[ SIT ]
Sea Ice
Thickness
Depth between sea
surface and ice/snow
layer
[ SIC ]
Sea Ice
Concentration
Fraction (%) of seawater
covered by ice
Snow
Ice
[ SIE ]
Sea Ice
Extent
Area of seawater
covered by any
amount of ice (>15%)
[ SIT ]
Sea Ice
Thickness
Depth between sea
surface and ice/snow
layer
[ SIC ]
Sea Ice
Concentration
Fraction (%) of seawater
covered by ice
Snow
Ice
[ SIE ]
Sea Ice
Extent
Area of seawater
covered by any
amount of ice (>15%)
R/V Lance – Greenland Sea – May 2017
R/V Lance – Greenland Sea – May 2017
Turbulent heat fluxes
[ SIC ]
R/V Lance – Greenland Sea – May 2017
Turbulent heat fluxes
[ SIC + SIT ]
Labe, Zachary & National Center for Atmospheric Research Staff (Eds). Last modified 2023-
08-22 "The Climate Data Guide: Pan-Arctic Ice Ocean Modeling and Assimilation System
(PIOMAS).” Retrieved from https://climatedataguide.ucar.edu/climate-data/pan-arctic-ice-
ocean-modeling-and-assimilation-system-piomas on 2024-04-04.
WACCM4
Whole Atmosphere
Community Climate
Model version 4 –
Specified Chemistry
“high top”
chemistry-climate
atmosphere
model
Physical
parameterizations
from CAM4
• 66 vertical levels – extending to
5 x 10-6 hPa (140 km)
• 1.9° latitude x 2.5° longitude
• QBO prescribed from
radiosonde observations
• Improved representation of
sudden stratospheric warming
(SSW) events
• fixed radiative forcings from
year 2000
Sea-Ice Thickness
LABE ET AL. 2018, GRL
Sea-Ice Concentration
LABE ET AL. 2018, GRL
Future Arctic
How does sea-ice thickness
decline influence the large-
scale atmospheric response?
Significant thermodynamic
response over Arctic Ocean
Poleward weakening of jet
LABE ET AL. 2018, GRL
Future Arctic
Significant thermodynamic
response over Arctic Ocean
Poleward weakening of jet
LABE ET AL. 2018, GRL
How does sea-ice thickness
decline influence the large-
scale atmospheric response?
LABE ET AL. 2018, GRL
Loss of sea-ice thickness reinforces large-scale response
LABE ET AL. 2018, GRL
+ =
LABE
ET
AL.
2018,
GRL
Assess the role of the Quasi-biennial
Oscillation (QBO) on the atmospheric
response to Arctic sea-ice loss
Composite response by
QBO phase (~67 years)
Modulation
by QBO
Sea ice
experiments
Modulation
by QBO
Sea ice
experiments
Assess the role of the Quasi-biennial
Oscillation (QBO) on the atmospheric
response to Arctic sea-ice loss
Assess the role of the Quasi-biennial
Oscillation (QBO) on the atmospheric
response to Arctic sea-ice loss
Composite response by
QBO phase (~67 years)
Modulation
by QBO
Sea ice
experiments
Future (2051-2080)
Historical (1975-2005)
Assess the role of the Quasi-biennial
Oscillation (QBO) on the atmospheric
response to Arctic sea-ice loss
Composite response by
QBO phase (~67 years)
Modulation
by QBO
Sea ice
experiments
Future (2051-2080)
Historical (1975-2005)
Assess the role of the Quasi-biennial
Oscillation (QBO) on the atmospheric
response to Arctic sea-ice loss
Modulation
by QBO
Sea ice
experiments
Composite response by
QBO phase (~67 years)
Easterly (QBO-E)
Westerly (QBO-W)
Assess the role of the Quasi-biennial
Oscillation (QBO) on the atmospheric
response to Arctic sea-ice loss
Modulation
by QBO
Sea ice
experiments
Composite response by
QBO phase (~67 years)
Easterly (QBO-E)
Westerly (QBO-W)
Assess the role of the Quasi-biennial
Oscillation (QBO) on the atmospheric
response to Arctic sea-ice loss
Sea ice
experiments
Composite response by
QBO phase (~67 years)
Modulation
by QBO
Surface (thermodynamic)
Troposphere/Stratosphere
LABE
ET
AL.
2019,
GRLSTRONGER
POLAR VORTEX
LABE
ET
AL.
2019,
GRL WEAKER
POLAR VORTEX
LABE
ET
AL.
2019,
GRL
PLUMB
FLUX
LABE ET AL. 2019, GRL
PLUMB
FLUX
LABE ET AL. 2019, GRL
PLUMB FLUX QBO-E at 150 hPa
Anomalous WAFz
over Siberia
LABE ET AL. 2019, GRL
COLD
EXTREMES
LABE ET AL. 2019, GRL
MOTIVATION
ARCTIC SEA ICE
MID-LATITUDE
WEATHER
Sea-ice thickness variability is important for reinforcing the
atmospheric response
Strength of Siberian High closely related to Eurasia cold spells
QBO can modulate teleconnections due to Arctic sea-ice loss
MOTIVATION
ARCTIC SEA ICE
MID-LATITUDE
WEATHER
Sea-ice thickness variability is important for reinforcing the
atmospheric response
Strength of Siberian High closely related to Eurasia cold spells
QBO can modulate teleconnections due to Arctic sea-ice loss
MOTIVATION
ARCTIC SEA ICE
MID-LATITUDE
WEATHER
Sea-ice thickness variability is important for reinforcing the
atmospheric response
Strength of Siberian High closely related to Eurasia cold spells
QBO can modulate teleconnections due to Arctic sea-ice loss
LENS
2100-2070
minus
1981-2010
[JFM]
Adapted
from
Peings
et
al.
2018,
ERL
LENS
2100-2070
minus
1981-2010
[JFM]
Adapted
from
Peings
et
al.
2018,
ERL
Troposphere
Stratosphere
Antarctic Equator Arctic
Adapted
from
Peings
et
al.
2018,
ERL
AA
UTW
LENS
Stratosphere
Troposphere
2100-2070
minus
1981-2010
[JFM]
Antarctic Equator Arctic
WHAT IS THE EFFECT OF
SEA-ICE LOSS
RELATIVE TO
ARCTIC AMPLIFICATION?
OBSERVATIONS
Surface
Troposphere
1980-2023 – Temperature (°C) trends per decade – ERA5
Mid-latitudes Arctic
200 hPa
500 hPa
1000 hPa
Adapted from:
Labe, Z., Peings, Y., & Magnusdottir, G. (2020). Warm Arctic, cold Siberia
pattern: role of full Arctic amplification versus sea ice loss alone.
Geophysical Research Letters, https://doi.org/10.1029/2020GL088583
Polar
Amplification
Model
Intercomparison
Project
[Smith et al., 2018; GCMD]
Model: SC-WACCM4
Model: E3SM
Setup: Constant SST
Setup: Sea ice change
Forcing(s): 2°C
Forcing(s): Present
Forcing(s): Pre-indust.
Ensembles: 300
“Response to sea ice”
Polar
Amplification
Model
Intercomparison
Project
[Smith et al., 2018; GCMD]
Model: SC-WACCM4
Model: E3SM
Setup: Constant SST
Setup: Sea ice change
Forcing(s): 2°C
Forcing(s): Present
Forcing(s): Pre-indust.
Ensembles: 300
“Response to sea ice”
Polar
Amplification
Model
Intercomparison
Project
[Smith et al., 2018; GCMD]
Model: SC-WACCM4
Model: E3SM
Setup: Constant SST
Setup: Sea ice change
Forcing(s): 2°C
Forcing(s): Present
Forcing(s): Pre-indust.
Ensembles: 300
“Response to sea ice”
AA-2030
AA-2060
AA-2090
• 2020-2039
Arctic
Amplification
Arctic Amplification Experiments
RCP8.5 Forcing – LENS
Peings et al. 2019, GRL
• 2050-2069
Arctic
Amplification
• 2080-2099
Arctic
Amplification
Arctic
45°N Arctic
45°N Arctic
45°N
Sea-ice
loss
Arctic
amplification
LABE ET AL. 2020, GRL
ΔSEA
LEVEL
PRESSURE
Arctic amplification
LABE ET AL. 2020, GRL
ΔSEA
LEVEL
PRESSURE
Arctic sea-ice loss
LABE ET AL. 2020, GRL
ΔSEA
LEVEL
PRESSURE
Sea-ice
loss
Arctic
amplification
LABE ET AL. 2020, GRL
Δ2-m
TEMPERATURE
Sea-ice
loss
Arctic
amplification
LABE ET AL. 2020, GRL
Arctic amplification > sea-ice loss
Arctic amplification > sea-ice loss
What about internal variability?
1-100 101-200 201-300
RESPONSE TO SEA-ICE FORCING AT 2°C OF GLOBAL WARMING
Coupled ocean-atmosphere, high-top model (SC-WACCM4)
14-month simulations
Initial-condition large ensembles (300 members)
Response to Arctic sea-ice forcing at 2°C of global warming
SURFACE RESPONSE
PEINGS ET AL. 2021, JCLI
1-100 101-200 201-300
RESPONSE TO SEA-ICE FORCING AT 2°C OF GLOBAL WARMING IN BOREAL WINTER
Ensemble
#
1-100 101-200 201-300
Ensemble
#
RESPONSE TO SEA-ICE FORCING AT 2°C OF GLOBAL WARMING IN BOREAL WINTER
1-100 101-200 201-300
Ensemble
#
RESPONSE TO SEA-ICE FORCING AT 2°C OF GLOBAL WARMING IN BOREAL WINTER
1-100 101-200 201-300
Coupled ocean-atmosphere, high-top model (SC-WACCM4)
14-month simulations
Initial-condition large ensembles (300 members)
Response to Arctic sea-ice forcing at 2°C of global warming
STRATOSPHERIC RESPONSE
PEINGS ET AL. 2021, JCLI
1-100 101-200 201-300
POLAR VORTEX SHIFT
Ensemble
#
1-100 101-200 201-300
POLAR VORTEX WEAKENING
Ensemble
#
1-100 101-200 201-300
NO CHANGE
Ensemble
#
∆SLP
∆Z50
How many
ensembles?
PEINGS ET AL. 2021, JCLI
EDDY-DRIVEN JET
NONE SIGNAL!
PEINGS ET AL. 2021, JCLI
NEAR-SURFACE AIR TEMPERATURE
NONE SIGNAL!
PEINGS ET AL. 2021, JCLI
Zonal Wind
Geopotential
Precipitation
LABE, 2020
Atmospheric response sensitive to changes in Arctic sea-ice
thickness variability and background state (QBO)
Role of sea ice is small relative to Arctic amplification
QUESTIONS!
Zachary Labe
zachary.labe@noaa.gov
10 May 2024 – AOS Princeton University
Labe, Z.M., Y. Peings, and G. Magnusdottir (2018), Contributions of ice thickness to the atmospheric response from projected Arctic sea ice loss,
Geophysical Research Letters, DOI: 10.1029/2018GL078158
Labe, Z.M., Y. Peings, and G. Magnusdottir (2019). The effect of QBO phase on the atmospheric response to projected Arctic sea ice loss in early winter,
Geophysical Research Letters, DOI: 10.1029/2019GL083095
Labe, Z.M., Y. Peings, and G. Magnusdottir (2020). Warm Arctic, cold Siberia pattern: role of full Arctic amplification versus sea ice loss alone,
Geophysical Research Letters, DOI: 10.1029/2020GL088583
Labe, Z.M., May 2020: The effects of Arctic sea-ice thickness loss and stratospheric variability on mid-latitude cold spells. University of California, Irvine.
Doctoral Dissertation.
Peings, Y., Z.M. Labe, and G. Magnusdottir (2021), Are 100 ensemble members enough to capture the remote atmospheric response to +2°C Arctic sea ice loss?
Journal of Climate, DOI: 10.1175/JCLI-D-20-0613.1
Labe, Z.M. and E.A. Barnes (2022), Comparison of climate model large ensembles with observations in the Arctic using simple neural networks.
Earth and Space Science, DOI: 10.1029/2022EA002348

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