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Title: Influence of sea-ice anomalies on Antarctic precipitation using source attribution in the Community Earth System Model

Abstract

Abstract. We conduct sensitivity experiments using a general circulation model that has an explicit water source tagging capability forced by prescribed composites of pre-industrial sea-ice concentrations (SICs) and corresponding sea surface temperatures (SSTs) to understand the impact of sea-ice anomalies on regional evaporation, moisture transport and source–receptor relationships for Antarctic precipitation in the absence of anthropogenic forcing. Surface sensible heat fluxes, evaporation and column-integrated water vapor are larger over Southern Ocean (SO) areas with lower SICs. Changes in Antarctic precipitation and its source attribution with SICs have a strong spatial variability. Among the tagged source regions, the Southern Ocean (south of 50° S) contributes the most (40 %) to the Antarctic total precipitation, followed by more northerly ocean basins, most notably the South Pacific Ocean (27%), southern Indian Ocean (16 %) and South Atlantic Ocean (11 %). Comparing two experiments prescribed with high and low pre-industrial SICs, respectively, the annual mean Antarctic precipitation is about 150 Gt yr-1 (or 6 %) more in the lower SIC case than in the higher SIC case. This difference is larger than the model-simulated interannual variability in Antarctic precipitation (99 Gt yr-1). The contrast in contribution from the Southern Ocean, 102 Gt yr-1, is even moremore » significant compared to the interannual variability of 35 Gt yr-1 in Antarctic precipitation that originates from the Southern Ocean. The horizontal transport pathways from individual vapor source regions to Antarctica are largely determined by large-scale atmospheric circulation patterns. Vapor from lower-latitude source regions takes elevated pathways to Antarctica. In contrast, vapor from the Southern Ocean moves southward within the lower troposphere to the Antarctic continent along moist isentropes that are largely shaped by local ambient conditions and coastal topography. This study also highlights the importance of atmospheric dynamics in affecting the thermodynamic impact of sea-ice anomalies associated with natural variability on Antarctic precipitation. Our analyses of the seasonal contrast in changes of basin-scale evaporation, moisture flux and precipitation suggest that the impact of SIC anomalies on regional Antarctic precipitation depends on dynamic changes that arise from SIC–SST perturbations along with internal variability. The latter appears to have a more significant effect on the moisture transport in austral winter than in summer.« less

Authors:
; ORCiD logo; ORCiD logo; ; ; ; ;
Publication Date:
Research Org.:
Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)
Sponsoring Org.:
USDOE
OSTI Identifier:
1597125
Alternate Identifier(s):
OSTI ID: 1605001
Report Number(s):
PNNL-SA-147435
Journal ID: ISSN 1994-0424
Grant/Contract Number:  
AC05-76RLO1830; AC05-76RL01830
Resource Type:
Published Article
Journal Name:
The Cryosphere (Online)
Additional Journal Information:
Journal Name: The Cryosphere (Online) Journal Volume: 14 Journal Issue: 2; Journal ID: ISSN 1994-0424
Publisher:
Copernicus Publications, EGU
Country of Publication:
Germany
Language:
English
Subject:
54 ENVIRONMENTAL SCIENCES; Antarctic sea ice; Preciptiation; Water vapor; source attribution; atmospheric circulation

Citation Formats

Wang, Hailong, Fyke, Jeremy G., Lenaerts, Jan T. M., Nusbaumer, Jesse M., Singh, Hansi, Noone, David, Rasch, Philip J., and Zhang, Rudong. Influence of sea-ice anomalies on Antarctic precipitation using source attribution in the Community Earth System Model. Germany: N. p., 2020. Web. doi:10.5194/tc-14-429-2020.
Wang, Hailong, Fyke, Jeremy G., Lenaerts, Jan T. M., Nusbaumer, Jesse M., Singh, Hansi, Noone, David, Rasch, Philip J., & Zhang, Rudong. Influence of sea-ice anomalies on Antarctic precipitation using source attribution in the Community Earth System Model. Germany. https://doi.org/10.5194/tc-14-429-2020
Wang, Hailong, Fyke, Jeremy G., Lenaerts, Jan T. M., Nusbaumer, Jesse M., Singh, Hansi, Noone, David, Rasch, Philip J., and Zhang, Rudong. Tue . "Influence of sea-ice anomalies on Antarctic precipitation using source attribution in the Community Earth System Model". Germany. https://doi.org/10.5194/tc-14-429-2020.
@article{osti_1597125,
title = {Influence of sea-ice anomalies on Antarctic precipitation using source attribution in the Community Earth System Model},
author = {Wang, Hailong and Fyke, Jeremy G. and Lenaerts, Jan T. M. and Nusbaumer, Jesse M. and Singh, Hansi and Noone, David and Rasch, Philip J. and Zhang, Rudong},
abstractNote = {Abstract. We conduct sensitivity experiments using a general circulation model that has an explicit water source tagging capability forced by prescribed composites of pre-industrial sea-ice concentrations (SICs) and corresponding sea surface temperatures (SSTs) to understand the impact of sea-ice anomalies on regional evaporation, moisture transport and source–receptor relationships for Antarctic precipitation in the absence of anthropogenic forcing. Surface sensible heat fluxes, evaporation and column-integrated water vapor are larger over Southern Ocean (SO) areas with lower SICs. Changes in Antarctic precipitation and its source attribution with SICs have a strong spatial variability. Among the tagged source regions, the Southern Ocean (south of 50° S) contributes the most (40 %) to the Antarctic total precipitation, followed by more northerly ocean basins, most notably the South Pacific Ocean (27%), southern Indian Ocean (16 %) and South Atlantic Ocean (11 %). Comparing two experiments prescribed with high and low pre-industrial SICs, respectively, the annual mean Antarctic precipitation is about 150 Gt yr-1 (or 6 %) more in the lower SIC case than in the higher SIC case. This difference is larger than the model-simulated interannual variability in Antarctic precipitation (99 Gt yr-1). The contrast in contribution from the Southern Ocean, 102 Gt yr-1, is even more significant compared to the interannual variability of 35 Gt yr-1 in Antarctic precipitation that originates from the Southern Ocean. The horizontal transport pathways from individual vapor source regions to Antarctica are largely determined by large-scale atmospheric circulation patterns. Vapor from lower-latitude source regions takes elevated pathways to Antarctica. In contrast, vapor from the Southern Ocean moves southward within the lower troposphere to the Antarctic continent along moist isentropes that are largely shaped by local ambient conditions and coastal topography. This study also highlights the importance of atmospheric dynamics in affecting the thermodynamic impact of sea-ice anomalies associated with natural variability on Antarctic precipitation. Our analyses of the seasonal contrast in changes of basin-scale evaporation, moisture flux and precipitation suggest that the impact of SIC anomalies on regional Antarctic precipitation depends on dynamic changes that arise from SIC–SST perturbations along with internal variability. The latter appears to have a more significant effect on the moisture transport in austral winter than in summer.},
doi = {10.5194/tc-14-429-2020},
journal = {The Cryosphere (Online)},
number = 2,
volume = 14,
place = {Germany},
year = {Tue Feb 04 00:00:00 EST 2020},
month = {Tue Feb 04 00:00:00 EST 2020}
}

Journal Article:
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https://doi.org/10.5194/tc-14-429-2020

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Works referenced in this record:

The Role of Extratropical Cyclones and Fronts for Southern Ocean Freshwater Fluxes
journal, August 2014


Evaluating a Moist Isentropic Framework for Poleward Moisture Transport: Implications for Water Isotopes Over Antarctica
journal, July 2019

  • Bailey, Adriana; Singh, Hansi K. A.; Nusbaumer, Jesse
  • Geophysical Research Letters, Vol. 46, Issue 13
  • DOI: 10.1029/2019GL082965

The importance of sea ice area biases in 21st century multimodel projections of Antarctic temperature and precipitation: SEA ICE BIASES AND ANTARCTIC PROJECTIONS
journal, December 2015

  • Bracegirdle, Thomas J.; Stephenson, David B.; Turner, John
  • Geophysical Research Letters, Vol. 42, Issue 24
  • DOI: 10.1002/2015GL067055

Local Atmospheric Response to an Open-Ocean Polynya in a High-Resolution Climate Model
journal, March 2017

  • Weijer, Wilbert; Veneziani, Milena; Stössel, Achim
  • Journal of Climate, Vol. 30, Issue 5
  • DOI: 10.1175/JCLI-D-16-0120.1

Basin-scale heterogeneity in Antarctic precipitation and its impact on surface mass variability
journal, January 2017


A review of recent changes in Southern Ocean sea ice, their drivers and forcings
journal, August 2016


The Influence of the Amundsen–Bellingshausen Seas Low on the Climate of West Antarctica and Its Representation in Coupled Climate Model Simulations
journal, September 2013


Abrupt ice-age shifts in southern westerly winds and Antarctic climate forced from the north
journal, November 2018


Asymmetries in the moisture origin of Antarctic precipitation
journal, January 2009

  • Sodemann, Harald; Stohl, Andreas
  • Geophysical Research Letters, Vol. 36, Issue 22
  • DOI: 10.1029/2009GL040242

Numerical Evaluation of the Modern and Future Origins of Atmospheric River Moisture Over the West Coast of the United States
journal, June 2018

  • Nusbaumer, Jesse; Noone, David
  • Journal of Geophysical Research: Atmospheres, Vol. 123, Issue 12
  • DOI: 10.1029/2017JD028081

Evaluation of the CMIP5 models in the aim of regional modelling of the Antarctic surface mass balance
journal, January 2015


Snow accumulation and its moisture origin over Dome Argus, Antarctica
journal, May 2012


Sensitivity of the current Antarctic surface mass balance to sea surface conditions using MAR
journal, January 2018

  • Kittel, Christoph; Amory, Charles; Agosta, Cécile
  • The Cryosphere, Vol. 12, Issue 12
  • DOI: 10.5194/tc-12-3827-2018

Consistent evidence of increasing Antarctic accumulation with warming
journal, March 2015

  • Frieler, Katja; Clark, Peter U.; He, Feng
  • Nature Climate Change, Vol. 5, Issue 4
  • DOI: 10.1038/nclimate2574

Interpreting Precession-Driven δ 18 O Variability in the South Asian Monsoon Region
journal, June 2018

  • Tabor, Clay R.; Otto-Bliesner, Bette L.; Brady, Esther C.
  • Journal of Geophysical Research: Atmospheres, Vol. 123, Issue 11
  • DOI: 10.1029/2018JD028424

Atmospheric Response to Arctic and Antarctic Sea Ice: The Importance of Ocean–Atmosphere Coupling and the Background State
journal, June 2017

  • Smith, Doug M.; Dunstone, Nick J.; Scaife, Adam A.
  • Journal of Climate, Vol. 30, Issue 12
  • DOI: 10.1175/JCLI-D-16-0564.1

Regional Antarctic snow accumulation over the past 1000 years
journal, January 2017

  • Thomas, Elizabeth R.; van Wessem, J. Melchior; Roberts, Jason
  • Climate of the Past, Vol. 13, Issue 11
  • DOI: 10.5194/cp-13-1491-2017

Mass gains of the Antarctic ice sheet exceed losses
journal, January 2015

  • Zwally, H. Jay; Li, Jun; Robbins, John W.
  • Journal of Glaciology, Vol. 61, Issue 230
  • DOI: 10.3189/2015JoG15J071

The Connected Isotopic Water Cycle in the Community Earth System Model Version 1
journal, August 2019

  • Brady, E.; Stevenson, S.; Bailey, D.
  • Journal of Advances in Modeling Earth Systems, Vol. 11, Issue 8
  • DOI: 10.1029/2019MS001663

A mathematical framework for analysis of water tracers: Part 1: Development of theory and application to the preindustrial mean state: MATRIX FRAMEWORK FOR WATER TRACERS
journal, June 2016

  • Singh, H. A.; Bitz, C. M.; Nusbaumer, J.
  • Journal of Advances in Modeling Earth Systems, Vol. 8, Issue 2
  • DOI: 10.1002/2016MS000649

Atmospheric winter response to a projected future Antarctic sea-ice reduction: a dynamical analysis
journal, September 2012

  • Bader, Jürgen; Flügge, Martin; Kvamstø, Nils Gunnar
  • Climate Dynamics, Vol. 40, Issue 11-12
  • DOI: 10.1007/s00382-012-1507-9

An Initial Assessment of Antarctic Sea Ice Extent in the CMIP5 Models
journal, March 2013


The Community Earth System Model (CESM) Large Ensemble Project: A Community Resource for Studying Climate Change in the Presence of Internal Climate Variability
journal, August 2015

  • Kay, J. E.; Deser, C.; Phillips, A.
  • Bulletin of the American Meteorological Society, Vol. 96, Issue 8
  • DOI: 10.1175/BAMS-D-13-00255.1

The effect of sea-ice on the transient atmospheric eddies of the Southern Hemisphere
journal, September 1999

  • Menéndez, C. G.; Serafini, V.; Le Treut, H.
  • Climate Dynamics, Vol. 15, Issue 9
  • DOI: 10.1007/s003820050308

Antarctic sea-ice expansion between 2000 and 2014 driven by tropical Pacific decadal climate variability
journal, July 2016

  • Meehl, Gerald A.; Arblaster, Julie M.; Bitz, Cecilia M.
  • Nature Geoscience, Vol. 9, Issue 8
  • DOI: 10.1038/ngeo2751

Status of high-latitude precipitation estimates from observations and reanalyses: HIGH-LATITUDE PRECIPITATION
journal, May 2016

  • Behrangi, Ali; Christensen, Matthew; Richardson, Mark
  • Journal of Geophysical Research: Atmospheres, Vol. 121, Issue 9
  • DOI: 10.1002/2015JD024546

The Isotopic Composition of Present-Day Antarctic Snow in a Lagrangian Atmospheric Simulation
journal, February 2007

  • Helsen, M. M.; Van de Wal, R. S. W.; Van den Broeke, M. R.
  • Journal of Climate, Vol. 20, Issue 4
  • DOI: 10.1175/JCLI4027.1

The influence of Southern Hemisphere sea-ice extent on the latitude of the mid-latitude jet stream: SEA ICE AND STORM TRACKS
journal, August 2011

  • Kidston, J.; Taschetto, A. S.; Thompson, D. W. J.
  • Geophysical Research Letters, Vol. 38, Issue 15
  • DOI: 10.1029/2011GL048056

The Signature of Ozone Depletion in Recent Antarctic Precipitation Change: A Study With the Community Earth System Model
journal, December 2018

  • Lenaerts, Jan T. M.; Fyke, Jeremy; Medley, Brooke
  • Geophysical Research Letters, Vol. 45, Issue 23
  • DOI: 10.1029/2018GL078608

Annular variations in moisture transport mechanisms and the abundance of δ 18 O in Antarctic snow
journal, January 2002


A roadmap for Antarctic and Southern Ocean science for the next two decades and beyond
journal, September 2014


The Community Earth System Model: A Framework for Collaborative Research
journal, February 2013

  • Hurrell, James W.; Holland, M. M.; Gent, P. R.
  • Bulletin of the American Meteorological Society
  • DOI: 10.1175/BAMS-D-12-00121

Evaluation of current and projected Antarctic precipitation in CMIP5 models
journal, March 2016


Oceanic Forcing of Antarctic Climate Change: A Study Using a Stretched-Grid Atmospheric General Circulation Model
journal, August 2014


An analysis of the atmospheric processes driving the large-scale winter sea ice variability in the Southern Ocean
journal, January 2008

  • Lefebvre, Wouter; Goosse, Hugues
  • Journal of Geophysical Research, Vol. 113, Issue C2
  • DOI: 10.1029/2006JC004032

Sea ice control of water isotope transport to Antarctica and implications for ice core interpretation
journal, January 2004


Global sources of local precipitation as determined by the Nasa/Giss GCM
journal, February 1986


Atmospheric moisture budget over Antarctica and the Southern Ocean based on the ERA-40 reanalysis
journal, December 2008

  • Tietäväinen, Hanna; Vihma, Timo
  • International Journal of Climatology, Vol. 28, Issue 15
  • DOI: 10.1002/joc.1684

Increased snowfall over the Antarctic Ice Sheet mitigated twentieth-century sea-level rise
journal, December 2018


Interannual variability of Greenland winter precipitation sources: Lagrangian moisture diagnostic and North Atlantic Oscillation influence
journal, January 2008

  • Sodemann, H.; Schwierz, C.; Wernli, H.
  • Journal of Geophysical Research, Vol. 113, Issue D3
  • DOI: 10.1029/2007JD008503

Characteristics of atmospheric transport into the Antarctic troposphere
journal, January 2010

  • Stohl, A.; Sodemann, H.
  • Journal of Geophysical Research, Vol. 115, Issue D2
  • DOI: 10.1029/2009JD012536

Twentieth century simulation of the southern hemisphere climate in coupled models. Part II: sea ice conditions and variability
journal, December 2005


A Mathematical Framework for Analysis of Water Tracers. Part II: Understanding Large-Scale Perturbations in the Hydrological Cycle due to CO 2 Doubling
journal, September 2016

  • Singh, Hansi K. A.; Bitz, Cecilia M.; Donohoe, Aaron
  • Journal of Climate, Vol. 29, Issue 18
  • DOI: 10.1175/JCLI-D-16-0293.1

A Reconciled Estimate of Ice-Sheet Mass Balance
journal, November 2012


A new, high-resolution surface mass balance map of Antarctica (1979-2010) based on regional atmospheric climate modeling: SMB ANTARCTICA
journal, February 2012

  • Lenaerts, J. T. M.; van den Broeke, M. R.; van de Berg, W. J.
  • Geophysical Research Letters, Vol. 39, Issue 4
  • DOI: 10.1029/2011GL050713

Present-day and future Antarctic ice sheet climate and surface mass balance in the Community Earth System Model
journal, February 2016


An Assessment of Precipitation Changes over Antarctica and the Southern Ocean since 1989 in Contemporary Global Reanalyses
journal, August 2011

  • Bromwich, David H.; Nicolas, Julien P.; Monaghan, Andrew J.
  • Journal of Climate, Vol. 24, Issue 16
  • DOI: 10.1175/2011JCLI4074.1

Contrasting climate change in the two polar regions
journal, August 2009


The impact of changes in sea ice advance on the large winter warming on the western Antarctic Peninsula
journal, March 2012

  • Turner, John; Maksym, Ted; Phillips, Tony
  • International Journal of Climatology, Vol. 33, Issue 4
  • DOI: 10.1002/joc.3474

Influence of the Tropics on the Southern Annular Mode
journal, September 2012


The origin of Antarctic precipitation: a modelling approach
journal, January 2000

  • Delaygue, Gilles; Masson, Valérie; Jouzel, Jean
  • Tellus B: Chemical and Physical Meteorology, Vol. 52, Issue 1
  • DOI: 10.3402/tellusb.v52i1.16079

A comparison of the present and last interglacial periods in six Antarctic ice cores
journal, January 2011

  • Masson-Delmotte, V.; Buiron, D.; Ekaykin, A.
  • Climate of the Past, Vol. 7, Issue 2
  • DOI: 10.5194/cp-7-397-2011