Distinct Patterns of Cloud Changes Associated with Decadal Variability and Their Contribution to Observed Cloud Cover Trends
Abstract
With the goal of understanding the relative roles of anthropogenic and natural factors in driving observed cloud trends, this study investigates cloud changes associated with decadal variability including the Pacific decadal oscillation (PDO) and the Atlantic multidecadal oscillation (AMO). In the preindustrial simulations of CMIP5 global climate models (GCMs), the spatial patterns and the vertical structures of the PDO-related cloud cover changes in the Pacific are consistent among models. Meanwhile, the models show consistent AMO impacts on high cloud cover in the tropical Atlantic, subtropical eastern Pacific, and equatorial central Pacific, and on low cloud cover in the North Atlantic and subtropical northeast Pacific. The cloud cover changes associated with the PDO and the AMO can be understood via the relationships between large-scale meteorological parameters and clouds on interannual time scales. When compared to the satellite records during the period of 1983β2009, the patterns of total and low cloud cover trends associated with decadal variability are significantly correlated with patterns of cloud cover trends in ISCCP observations. On the other hand, the pattern of the estimated greenhouse gas (GHG)-forced trends of total cloud cover differs from that related to decadal variability, and may explain the positive trends in the subtropicalmore »
- Authors:
-
- Department of Atmospheric Sciences, National Taiwan University, Taipei, Taiwan
- Cloud Processes Research and Modeling Group, Lawrence Livermore National Laboratory, Livermore, California
- Department of Atmospheric Physics, Nanjing University, Nanjing, China
- Publication Date:
- Research Org.:
- Lawrence Livermore National Lab. (LLNL), Livermore, CA (United States)
- Sponsoring Org.:
- USDOE National Nuclear Security Administration (NNSA)
- OSTI Identifier:
- 1567716
- Alternate Identifier(s):
- OSTI ID: 1570423
- Report Number(s):
- LLNL-JRNL-752025
Journal ID: ISSN 0894-8755
- Grant/Contract Number:
- AC52-07NA27344
- Resource Type:
- Published Article
- Journal Name:
- Journal of Climate
- Additional Journal Information:
- Journal Name: Journal of Climate Journal Volume: 32 Journal Issue: 21; Journal ID: ISSN 0894-8755
- Publisher:
- American Meteorological Society
- Country of Publication:
- United States
- Language:
- English
- Subject:
- 54 ENVIRONMENTAL SCIENCES; cloud cover; climate sensitivity; satellite observations; clouds; decadal variability; Pacific decadal oscillation
Citation Formats
Chen, Yong-Jhih, Hwang, Yen-Ting, Zelinka, Mark D., and Zhou, Chen. Distinct Patterns of Cloud Changes Associated with Decadal Variability and Their Contribution to Observed Cloud Cover Trends. United States: N. p., 2019.
Web. doi:10.1175/JCLI-D-18-0443.1.
Chen, Yong-Jhih, Hwang, Yen-Ting, Zelinka, Mark D., & Zhou, Chen. Distinct Patterns of Cloud Changes Associated with Decadal Variability and Their Contribution to Observed Cloud Cover Trends. United States. https://doi.org/10.1175/JCLI-D-18-0443.1
Chen, Yong-Jhih, Hwang, Yen-Ting, Zelinka, Mark D., and Zhou, Chen. Fri .
"Distinct Patterns of Cloud Changes Associated with Decadal Variability and Their Contribution to Observed Cloud Cover Trends". United States. https://doi.org/10.1175/JCLI-D-18-0443.1.
@article{osti_1567716,
title = {Distinct Patterns of Cloud Changes Associated with Decadal Variability and Their Contribution to Observed Cloud Cover Trends},
author = {Chen, Yong-Jhih and Hwang, Yen-Ting and Zelinka, Mark D. and Zhou, Chen},
abstractNote = {With the goal of understanding the relative roles of anthropogenic and natural factors in driving observed cloud trends, this study investigates cloud changes associated with decadal variability including the Pacific decadal oscillation (PDO) and the Atlantic multidecadal oscillation (AMO). In the preindustrial simulations of CMIP5 global climate models (GCMs), the spatial patterns and the vertical structures of the PDO-related cloud cover changes in the Pacific are consistent among models. Meanwhile, the models show consistent AMO impacts on high cloud cover in the tropical Atlantic, subtropical eastern Pacific, and equatorial central Pacific, and on low cloud cover in the North Atlantic and subtropical northeast Pacific. The cloud cover changes associated with the PDO and the AMO can be understood via the relationships between large-scale meteorological parameters and clouds on interannual time scales. When compared to the satellite records during the period of 1983β2009, the patterns of total and low cloud cover trends associated with decadal variability are significantly correlated with patterns of cloud cover trends in ISCCP observations. On the other hand, the pattern of the estimated greenhouse gas (GHG)-forced trends of total cloud cover differs from that related to decadal variability, and may explain the positive trends in the subtropical southeast Pacific, negative trends in the midlatitudes, and positive trends poleward of 50Β°N/S. In most models, the magnitude of the estimated decadal variability contribution to the observed cloud cover trends is larger than that contributed by GHG, suggesting the observed cloud cover trends are more closely related to decadal variability than to GHG-induced warming.},
doi = {10.1175/JCLI-D-18-0443.1},
journal = {Journal of Climate},
number = 21,
volume = 32,
place = {United States},
year = {2019},
month = {11}
}
https://doi.org/10.1175/JCLI-D-18-0443.1
Web of Science
Figures / Tables:

Works referenced in this record:
Variations in Cloud Cover and Cloud Types over the Ocean from Surface Observations, 1954β2008
journal, November 2011
- Eastman, Ryan; Warren, Stephen G.; Hahn, Carole J.
- Journal of Climate, Vol. 24, Issue 22
Empirical Removal of Artifacts from the ISCCP and PATMOS-x Satellite Cloud Records
journal, April 2015
- Norris, Joel R.; Evan, Amato T.
- Journal of Atmospheric and Oceanic Technology, Vol. 32, Issue 4
Marine boundary layer clouds at the heart of tropical cloud feedback uncertainties in climate models
journal, January 2005
- Bony, Sandrine
- Geophysical Research Letters, Vol. 32, Issue 20
Assessing the Impact of Meteorological History on Subtropical Cloud Fraction
journal, June 2010
- Mauger, Guillaume S.; Norris, Joel R.
- Journal of Climate, Vol. 23, Issue 11
Analyzing the dependence of global cloud feedback on the spatial pattern of sea surface temperature change with a G reen's function approach
journal, September 2017
- Zhou, Chen; Zelinka, Mark D.; Klein, Stephen A.
- Journal of Advances in Modeling Earth Systems, Vol. 9, Issue 5
Recent intensification of wind-driven circulation in the Pacific and the ongoing warming hiatus
journal, February 2014
- England, Matthew H.; McGregor, Shayne; Spence, Paul
- Nature Climate Change, Vol. 4, Issue 3
Observed and simulated multidecadal variability in the Northern Hemisphere
journal, September 2000
- Delworth, T. L.; Mann, M. E.
- Climate Dynamics, Vol. 16, Issue 9
Seasonal aspects of the recent pause in surfaceΒ warming
journal, August 2014
- Trenberth, Kevin E.; Fasullo, John T.; Branstator, Grant
- Nature Climate Change, Vol. 4, Issue 10
An analysis of high cloud variability: imprints from the El NiΓ±oβSouthern Oscillation
journal, March 2016
- Li, King-Fai; Su, Hui; Mak, Sze-Ning
- Climate Dynamics, Vol. 48, Issue 1-2
Externally Forced and Internally Generated Decadal Climate Variability Associated with the Interdecadal Pacific Oscillation
journal, September 2013
- Meehl, Gerald A.; Hu, Aixue; Arblaster, Julie M.
- Journal of Climate, Vol. 26, Issue 18
Observational and Model Evidence for Positive Low-Level Cloud Feedback
journal, July 2009
- Clement, Amy C.; Burgman, Robert; Norris, Joel R.
- Science, Vol. 325, Issue 5939
Positive tropical marine lowβcloud cover feedback inferred from cloudβcontrolling factors
journal, September 2015
- Qu, Xin; Hall, Alex; Klein, Stephen A.
- Geophysical Research Letters, Vol. 42, Issue 18
Impact of decadal cloud variations on the Earthβs energy budget
journal, October 2016
- Zhou, Chen; Zelinka, Mark D.; Klein, Stephen A.
- Nature Geoscience, Vol. 9, Issue 12
Observed linkages between the northern annular mode/North Atlantic Oscillation, cloud incidence, and cloud radiative forcing
journal, March 2014
- Li, Ying; Thompson, David W. J.; Huang, Yi
- Geophysical Research Letters, Vol. 41, Issue 5
External Influences on Modeled and Observed Cloud Trends
journal, June 2015
- Marvel, Kate; Zelinka, Mark; Klein, Stephen A.
- Journal of Climate, Vol. 28, Issue 12
An Assessment of the Primary Sources of Spread of Global Warming Estimates from Coupled AtmosphereβOcean Models
journal, October 2008
- Dufresne, Jean-Louis; Bony, Sandrine
- Journal of Climate, Vol. 21, Issue 19
A North Atlantic Climate Pacemaker for the Centuries
journal, June 2000
- Kerr, R. A.
- Science, Vol. 288, Issue 5473
Contribution of the phase transition of Pacific Decadal Oscillation to the late 1990s' shift in East China summer rainfall
journal, September 2015
- Zhu, Yali; Wang, Huijun; Ma, Jiehua
- Journal of Geophysical Research: Atmospheres, Vol. 120, Issue 17
Aerosols implicated as a prime driver of twentieth-century North Atlantic climate variability
journal, April 2012
- Booth, Ben B. B.; Dunstone, Nick J.; Halloran, Paul R.
- Nature, Vol. 484, Issue 7393
The Atlantic Multidecadal Oscillation and its relation to rainfall and river flows in the continental U.S.
journal, May 2001
- Enfield, David B.; Mestas-NuΓ±ez, Alberto M.; Trimble, Paul J.
- Geophysical Research Letters, Vol. 28, Issue 10
Have Aerosols Caused the Observed Atlantic Multidecadal Variability?
journal, April 2013
- Zhang, Rong; Delworth, Thomas L.; Sutton, Rowan
- Journal of the Atmospheric Sciences, Vol. 70, Issue 4
Evidence for climate change in the satellite cloud record
journal, July 2016
- Norris, Joel R.; Allen, Robert J.; Evan, Amato T.
- Nature, Vol. 536, Issue 7614
Decadal Modulation of Precipitation Patterns over Eastern China by Sea Surface Temperature Anomalies
journal, September 2017
- Yang, Qing; Ma, Zhuguo; Fan, Xingang
- Journal of Climate, Vol. 30, Issue 17
Relationship of tropospheric stability to climate sensitivity and Earthβs observed radiation budget
journal, November 2017
- Ceppi, Paulo; Gregory, Jonathan M.
- Proceedings of the National Academy of Sciences, Vol. 114, Issue 50
The Pacific Decadal Oscillation, Revisited
journal, June 2016
- Newman, Matthew; Alexander, Michael A.; Ault, Toby R.
- Journal of Climate, Vol. 29, Issue 12
Recent Walker circulation strengthening and Pacific cooling amplified by Atlantic warming
journal, August 2014
- McGregor, Shayne; Timmermann, Axel; Stuecker, Malte F.
- Nature Climate Change, Vol. 4, Issue 10
Comment on "The Atlantic Multidecadal Oscillation without a role for ocean circulation"
journal, June 2016
- Zhang, R.; Sutton, R.; Danabasoglu, G.
- Science, Vol. 352, Issue 6293
PDO, ENSO and the early summer monsoon rainfall over south China
journal, January 2005
- Chan, Johnny C. L.
- Geophysical Research Letters, Vol. 32, Issue 8
How Has Subtropical Stratocumulus and Associated Meteorology Changed since the 1980s?
journal, November 2015
- Seethala, C.; Norris, Joel R.; Myers, Timothy A.
- Journal of Climate, Vol. 28, Issue 21
Interannual variability of tropical tropopause layer clouds: INTERANNUAL VARIABILITY OF TTL CLOUDS
journal, June 2013
- Davis, Sean M.; Liang, Calvin K.; Rosenlof, Karen H.
- Geophysical Research Letters, Vol. 40, Issue 11
Impact of the Atlantic Multidecadal Oscillation on North Pacific climate variability: IMPACT ON NORTH PACIFIC VARIABILITY
journal, December 2007
- Zhang, Rong; Delworth, Thomas L.
- Geophysical Research Letters, Vol. 34, Issue 23
Daily variability of California coastal low cloudiness: A balancing act between stability and subsidence: CALIFORNIA LOW CLOUD DAILY VARIABILITY
journal, April 2017
- Clemesha, Rachel E. S.; Gershunov, Alexander; Iacobellis, Sam F.
- Geophysical Research Letters, Vol. 44, Issue 7
Climate impacts of the Atlantic Multidecadal Oscillation
journal, January 2006
- Knight, Jeff R.; Folland, Chris K.; Scaife, Adam A.
- Geophysical Research Letters, Vol. 33, Issue 17
Decadal to multidecadal variability and the climate change background
journal, January 2007
- Parker, David; Folland, Chris; Scaife, Adam
- Journal of Geophysical Research, Vol. 112, Issue D18
Comparison of the Pacific Decadal Oscillation in climate model simulations and observations: COMPARISON OF THE PDO IN CLIMATE MODEL SIMULATIONS AND OBSERVATIONS
journal, November 2017
- Wei, Yun; Yu, Haipeng; Huang, Jianping
- International Journal of Climatology, Vol. 38
Extended Reconstructed Sea Surface Temperature, Version 5 (ERSSTv5): Upgrades, Validations, and Intercomparisons
journal, October 2017
- Huang, Boyin; Thorne, Peter W.; Banzon, Viva F.
- Journal of Climate, Vol. 30, Issue 20
The potential to narrow uncertainty in projections of regional precipitation change
journal, April 2010
- Hawkins, Ed; Sutton, Rowan
- Climate Dynamics, Vol. 37, Issue 1-2
Impacts of ENSO events on cloud radiative effects in preindustrial conditions: Changes in cloud fraction and their dependence on interactive aerosol emissions and concentrations: IMPACT OF ENSO ON CLOUD RADIATIVE EFFECT
journal, June 2016
- Yang, Yang; Russell, Lynn M.; Xu, Li
- Journal of Geophysical Research: Atmospheres, Vol. 121, Issue 11
Atlantic forcing of Pacific decadal variability
journal, June 2015
- Kucharski, Fred; Ikram, Farah; Molteni, Franco
- Climate Dynamics, Vol. 46, Issue 7-8
Sea Surface Temperature Variability: Patterns and Mechanisms
journal, January 2010
- Deser, Clara; Alexander, Michael A.; Xie, Shang-Ping
- Annual Review of Marine Science, Vol. 2, Issue 1
Decadal modulation of global surface temperature by internal climate variability
journal, April 2015
- Dai, Aiguo; Fyfe, John C.; Xie, Shang-Ping
- Nature Climate Change, Vol. 5, Issue 6
Atlantic Ocean Forcing of North American and European Summer Climate
journal, July 2005
- Sutton, R. T.
- Science, Vol. 309, Issue 5731
Modulation of the Pacific Decadal Oscillation on the summer precipitation over East China: a comparison of observations to 600-years control run of Bergen Climate Model
journal, May 2014
- Yu, Lei; Furevik, Tore; OtterΓ₯, Odd Helge
- Climate Dynamics, Vol. 44, Issue 1-2
Atlantic-induced pan-tropical climate change over the past three decades
journal, November 2015
- Li, Xichen; Xie, Shang-Ping; Gille, Sarah T.
- Nature Climate Change, Vol. 6, Issue 3
Reconstructing, Monitoring, and Predicting Multidecadal-Scale Changes in the North Atlantic Thermohaline Circulation with Sea Surface Temperature
journal, April 2004
- Latif, M.; Roeckner, E.; Botzet, M.
- Journal of Climate, Vol. 17, Issue 7
Recent global-warming hiatus tied to equatorial Pacific surface cooling
journal, August 2013
- Kosaka, Yu; Xie, Shang-Ping
- Nature, Vol. 501, Issue 7467
A Pacific Interdecadal Climate Oscillation with Impacts on Salmon Production
journal, June 1997
- Mantua, Nathan J.; Hare, Steven R.; Zhang, Yuan
- Bulletin of the American Meteorological Society, Vol. 78, Issue 6
Interdecadal variability in pan-Pacific and global SST, revisited
journal, May 2018
- Tung, Ka-Kit; Chen, Xianyao; Zhou, Jiansong
- Climate Dynamics, Vol. 52, Issue 3-4
On the Relationship between Stratiform Low Cloud Cover and Lower-Tropospheric Stability
journal, December 2006
- Wood, Robert; Bretherton, Christopher S.
- Journal of Climate, Vol. 19, Issue 24
The ERA-40 re-analysis
journal, October 2005
- Uppala, S. M.; Kβ«llberg, P. W.; Simmons, A. J.
- Quarterly Journal of the Royal Meteorological Society, Vol. 131, Issue 612
On the interpretation of inter-model spread in CMIP5 climate sensitivity estimates
journal, March 2013
- Vial, Jessica; Dufresne, Jean-Louis; Bony, Sandrine
- Climate Dynamics, Vol. 41, Issue 11-12
On the Relationships between Subtropical Clouds and Meteorology in Observations and CMIP3 and CMIP5 Models
journal, April 2015
- Myers, Timothy A.; Norris, Joel R.
- Journal of Climate, Vol. 28, Issue 8
Multidecadal Ocean Temperature and Salinity Variability in the Tropical North Atlantic: Linking with the AMO, AMOC, and Subtropical Cell
journal, August 2013
- Wang, Chunzai; Zhang, Liping
- Journal of Climate, Vol. 26, Issue 16
ENSO, Pacific Decadal Variability, and U.S. Summertime Precipitation, Drought, and Stream Flow
journal, May 2001
- Barlow, M.; Nigam, S.; Berbery, E. H.
- Journal of Climate, Vol. 14, Issue 9
The Pathfinder AtmospheresβExtended AVHRR Climate Dataset
journal, June 2014
- Heidinger, Andrew K.; Foster, Michael J.; Walther, Andi
- Bulletin of the American Meteorological Society, Vol. 95, Issue 6
Atlantic hurricanes and natural variability in 2005
journal, January 2006
- Trenberth, Kevin E.; Shea, Dennis J.
- Geophysical Research Letters, Vol. 33, Issue 12
Two distinct roles of Atlantic SSTs in ENSO variability: North Tropical Atlantic SST and Atlantic NiΓ±o: ROLE OF ATLANTIC SSTS ON ENSO
journal, August 2013
- Ham, Yoo-Geun; Kug, Jong-Seong; Park, Jong-Yeon
- Geophysical Research Letters, Vol. 40, Issue 15
Consistency and the Lack Thereof in Pacific Decadal Oscillation Impacts on North American Winter Climate
journal, September 2014
- McAfee, Stephanie A.
- Journal of Climate, Vol. 27, Issue 19
The Twentieth Century Reanalysis Project
journal, January 2011
- Compo, G. P.; Whitaker, J. S.; Sardeshmukh, P. D.
- Quarterly Journal of the Royal Meteorological Society, Vol. 137, Issue 654
Annual Drought in California: Association with Monthly Precipitation and Climate Phases
journal, November 2015
- Shukla, Shraddhanand; Steinemann, Anne; Iacobellis, Sam F.
- Journal of Applied Meteorology and Climatology, Vol. 54, Issue 11
Insights into low-latitude cloud feedbacks from high-resolution models
journal, November 2015
- Bretherton, Christopher S.
- Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, Vol. 373, Issue 2054
Pacific trade winds accelerated by aerosol forcing over the past two decades
journal, April 2016
- Takahashi, Chiharu; Watanabe, Masahiro
- Nature Climate Change, Vol. 6, Issue 8
Global analyses of sea surface temperature, sea ice, and night marine air temperature since the late nineteenth century
journal, January 2003
- Rayner, N. A.
- Journal of Geophysical Research, Vol. 108, Issue D14
Drivers of decadal hiatus periods in the 20th and 21st centuries
journal, August 2014
- Maher, Nicola; Gupta, Alexander Sen; England, Matthew H.
- Geophysical Research Letters, Vol. 41, Issue 16
A multi-model comparison of Atlantic multidecadal variability
journal, January 2014
- Ba, Jin; Keenlyside, Noel S.; Latif, Mojib
- Climate Dynamics, Vol. 43, Issue 9-10
The strength of the tropical inversion and its response to climate change in 18 CMIP5 models
journal, December 2014
- Qu, Xin; Hall, Alex; Klein, Stephen A.
- Climate Dynamics, Vol. 45, Issue 1-2
On the Relationships among Low-Cloud Structure, Sea Surface Temperature, and Atmospheric Circulation in the Summertime Northeast Pacific
journal, May 1995
- Klein, Stephen A.; Hartmann, Dennis L.; Norris, Joel R.
- Journal of Climate, Vol. 8, Issue 5
The Change in Low Cloud Cover in a Warmed Climate Inferred from AIRS, MODIS, and ERA-Interim
journal, May 2017
- McCoy, Daniel T.; Eastman, Ryan; Hartmann, Dennis L.
- Journal of Climate, Vol. 30, Issue 10
Quantifying the Sources of Intermodel Spread in Equilibrium Climate Sensitivity
journal, January 2016
- Caldwell, Peter M.; Zelinka, Mark D.; Taylor, Karl E.
- Journal of Climate, Vol. 29, Issue 2
A signature of persistent natural thermohaline circulation cycles in observed climate
journal, January 2005
- Knight, Jeff R.
- Geophysical Research Letters, Vol. 32, Issue 20
The Recent Increase in Atlantic Hurricane Activity: Causes and Implications
journal, July 2001
- Goldenberg, S. B.
- Science, Vol. 293, Issue 5529
The International Satellite Cloud Climatology Project (ISCCP): The First Project of the World Climate Research Programme
journal, July 1983
- Schiffer, R. A.; Rossow, W. B.
- Bulletin of the American Meteorological Society, Vol. 64, Issue 7
Climate impacts of the Atlantic Multidecadal Oscillation simulated in the CMIP5 models: A re-evaluation based on a revised index: AMO CLIMATE IMPACTS IN CMIP5 MODELS
journal, April 2017
- Lyu, Kewei; Yu, Jin-Yi
- Geophysical Research Letters, Vol. 44, Issue 8
On the spread of changes in marine low cloud cover in climate model simulations of the 21st century
journal, September 2013
- Qu, Xin; Hall, Alex; Klein, Stephen A.
- Climate Dynamics, Vol. 42, Issue 9-10
COSP: Satellite simulation software for model assessment
journal, August 2011
- Bodas-Salcedo, A.; Webb, M. J.; Bony, S.
- Bulletin of the American Meteorological Society, Vol. 92, Issue 8
Global-mean surface temperature variability: spaceβtime perspective from rotated EOFs
journal, October 2017
- Chen, Xianyao; Tung, Ka-Kit
- Climate Dynamics, Vol. 51, Issue 5-6
A Determination of the Cloud Feedback from Climate Variations over the Past Decade
journal, December 2010
- Dessler, A. E.
- Science, Vol. 330, Issue 6010
Low-Cloud Feedbacks from Cloud-Controlling Factors: A Review
journal, October 2017
- Klein, Stephen A.; Hall, Alex; Norris, Joel R.
- Surveys in Geophysics, Vol. 38, Issue 6
North American west coast summer low cloudiness: Broadscale variability associated with sea surface temperature: West Coast Summer Low Cloudiness
journal, May 2014
- Schwartz, Rachel E.; Gershunov, Alexander; Iacobellis, Sam F.
- Geophysical Research Letters, Vol. 41, Issue 9
The Teleconnection of the Tropical Atlantic to Indo-Pacific Sea Surface Temperatures on Inter-Annual to Centennial Time Scales: A Review of Recent Findings
journal, February 2016
- Kucharski, Fred; Parvin, Afroja; Rodriguez-Fonseca, Belen
- Atmosphere, Vol. 7, Issue 2
Low cloud reduction in a greenhouse-warmed climate: Results from Lagrangian LES of a subtropical marine cloudiness transition: LAGRANGIAN BOUNDARY-LAYER CLOUD FEEDBACK
journal, February 2014
- Bretherton, Christopher S.; Blossey, Peter N.
- Journal of Advances in Modeling Earth Systems, Vol. 6, Issue 1
Variation in climate sensitivity and feedback parameters during the historical period: VARIATION IN CLIMATE SENSITIVITY
journal, April 2016
- Gregory, J. M.; Andrews, T.
- Geophysical Research Letters, Vol. 43, Issue 8
Sea surface temperature in the north tropical Atlantic as a trigger for El NiΓ±o/Southern Oscillation events
journal, January 2013
- Ham, Yoo-Geun; Kug, Jong-Seong; Park, Jong-Yeon
- Nature Geoscience, Vol. 6, Issue 2
Figures / Tables found in this record: