Structure and Performance of GFDL's CM4.0 Climate Model
Abstract
We illustrate the Geophysical Fluid Dynamics Laboratory's CM4.0 physical climate model, with emphasis on those aspects that may be of particular importance to users of this model and its simulations. The model is built with the AM4.0/LM4.0 atmosphere/land model and OM4.0 ocean model. Topics include the rationale for key choices made in the model formulation, the stability as well as drift of the preindustrial control simulation, and comparison of key aspects of the historical simulations with observations from recent decades. Notable achievements include the relatively small biases in seasonal spatial patterns of top-of-atmosphere fluxes, surface temperature, and precipitation; reduced double Intertropical Convergence Zone bias; dramatically improved representation of ocean boundary currents; a high-quality simulation of climatological Arctic sea ice extent and its recent decline; and excellent simulation of the El Niño-Southern Oscillation spectrum and structure. Areas of concern include inadequate deep convection in the Nordic Seas; an inaccurate Antarctic sea ice simulation; precipitation and wind composites still affected by the equatorial cold tongue bias; muted variability in the Atlantic Meridional Overturning Circulation; strong 100 year quasiperiodicity in Southern Ocean ventilation; and a lack of historical warming before 1990 and too rapid warming thereafter due to high climate sensitivity and strongmore »
- Authors:
-
more »
- Atmospheric and Oceanic Sciences ProgramPrinceton University Princeton NJ USA
- GFDL/NOAA Princeton NJ USA
- Atmospheric and Oceanic Sciences ProgramPrinceton University Princeton NJ USA; GFDL/NOAA Princeton NJ USA
- University Corporation for Atmospheric Research/GFDL Princeton NJ USA
- Cooperative Institute for Modeling the Earth SystemPrinceton University Princeton NJ USA
- GFDL/NOAA Princeton NJ USA; U.S. Geological Survey/GFDL Princeton NJ USA
- U.S. Geological Survey/GFDL Princeton NJ USA
- Lawrence Livermore National Laboratory Livermore CA USA
- SAIC, Science Applications International Corporation Reston VA USA
- Publication Date:
- Research Org.:
- Lawrence Livermore National Lab. (LLNL), Livermore, CA (United States)
- Sponsoring Org.:
- USDOE National Nuclear Security Administration (NNSA)
- Contributing Org.:
- GFDL/NOAA Collaboration
- OSTI Identifier:
- 1597580
- Report Number(s):
- LLNL-JRNL-780618
Journal ID: ISSN 1942-2466; 975104
- Grant/Contract Number:
- AC52-07NA27344
- Resource Type:
- Accepted Manuscript
- Journal Name:
- Journal of Advances in Modeling Earth Systems
- Additional Journal Information:
- Journal Volume: 11; Journal Issue: 11; Journal ID: ISSN 1942-2466
- Publisher:
- American Geophysical Union (AGU)
- Country of Publication:
- United States
- Language:
- English
- Subject:
- 54 ENVIRONMENTAL SCIENCES; Environmental sciences; coupled climate model; GFDL; CMIP6; CM4
Citation Formats
Held, I. M., Guo, H., Adcroft, A., Dunne, J. P., Horowitz, L. W., Krasting, J., Shevliakova, E., Winton, M., Zhao, M., Bushuk, M., Wittenberg, A. T., Wyman, B., Xiang, B., Zhang, R., Anderson, W., Balaji, V., Donner, L., Dunne, K., Durachta, J., Gauthier, P. P. G., Ginoux, P., Golaz, J. ‐C., Griffies, S. M., Hallberg, R., Harris, L., Harrison, M., Hurlin, W., John, J., Lin, P., Lin, S. ‐J., Malyshev, S., Menzel, R., Milly, P. C. D., Ming, Y., Naik, V., Paynter, D., Paulot, F., Rammaswamy, V., Reichl, B., Robinson, T., Rosati, A., Seman, C., Silvers, L. G., Underwood, S., and Zadeh, N. Structure and Performance of GFDL's CM4.0 Climate Model. United States: N. p., 2019.
Web. doi:10.1029/2019MS001829.
Held, I. M., Guo, H., Adcroft, A., Dunne, J. P., Horowitz, L. W., Krasting, J., Shevliakova, E., Winton, M., Zhao, M., Bushuk, M., Wittenberg, A. T., Wyman, B., Xiang, B., Zhang, R., Anderson, W., Balaji, V., Donner, L., Dunne, K., Durachta, J., Gauthier, P. P. G., Ginoux, P., Golaz, J. ‐C., Griffies, S. M., Hallberg, R., Harris, L., Harrison, M., Hurlin, W., John, J., Lin, P., Lin, S. ‐J., Malyshev, S., Menzel, R., Milly, P. C. D., Ming, Y., Naik, V., Paynter, D., Paulot, F., Rammaswamy, V., Reichl, B., Robinson, T., Rosati, A., Seman, C., Silvers, L. G., Underwood, S., & Zadeh, N. Structure and Performance of GFDL's CM4.0 Climate Model. United States. https://doi.org/10.1029/2019MS001829
Held, I. M., Guo, H., Adcroft, A., Dunne, J. P., Horowitz, L. W., Krasting, J., Shevliakova, E., Winton, M., Zhao, M., Bushuk, M., Wittenberg, A. T., Wyman, B., Xiang, B., Zhang, R., Anderson, W., Balaji, V., Donner, L., Dunne, K., Durachta, J., Gauthier, P. P. G., Ginoux, P., Golaz, J. ‐C., Griffies, S. M., Hallberg, R., Harris, L., Harrison, M., Hurlin, W., John, J., Lin, P., Lin, S. ‐J., Malyshev, S., Menzel, R., Milly, P. C. D., Ming, Y., Naik, V., Paynter, D., Paulot, F., Rammaswamy, V., Reichl, B., Robinson, T., Rosati, A., Seman, C., Silvers, L. G., Underwood, S., and Zadeh, N. Wed .
"Structure and Performance of GFDL's CM4.0 Climate Model". United States. https://doi.org/10.1029/2019MS001829. https://www.osti.gov/servlets/purl/1597580.
@article{osti_1597580,
title = {Structure and Performance of GFDL's CM4.0 Climate Model},
author = {Held, I. M. and Guo, H. and Adcroft, A. and Dunne, J. P. and Horowitz, L. W. and Krasting, J. and Shevliakova, E. and Winton, M. and Zhao, M. and Bushuk, M. and Wittenberg, A. T. and Wyman, B. and Xiang, B. and Zhang, R. and Anderson, W. and Balaji, V. and Donner, L. and Dunne, K. and Durachta, J. and Gauthier, P. P. G. and Ginoux, P. and Golaz, J. ‐C. and Griffies, S. M. and Hallberg, R. and Harris, L. and Harrison, M. and Hurlin, W. and John, J. and Lin, P. and Lin, S. ‐J. and Malyshev, S. and Menzel, R. and Milly, P. C. D. and Ming, Y. and Naik, V. and Paynter, D. and Paulot, F. and Rammaswamy, V. and Reichl, B. and Robinson, T. and Rosati, A. and Seman, C. and Silvers, L. G. and Underwood, S. and Zadeh, N.},
abstractNote = {We illustrate the Geophysical Fluid Dynamics Laboratory's CM4.0 physical climate model, with emphasis on those aspects that may be of particular importance to users of this model and its simulations. The model is built with the AM4.0/LM4.0 atmosphere/land model and OM4.0 ocean model. Topics include the rationale for key choices made in the model formulation, the stability as well as drift of the preindustrial control simulation, and comparison of key aspects of the historical simulations with observations from recent decades. Notable achievements include the relatively small biases in seasonal spatial patterns of top-of-atmosphere fluxes, surface temperature, and precipitation; reduced double Intertropical Convergence Zone bias; dramatically improved representation of ocean boundary currents; a high-quality simulation of climatological Arctic sea ice extent and its recent decline; and excellent simulation of the El Niño-Southern Oscillation spectrum and structure. Areas of concern include inadequate deep convection in the Nordic Seas; an inaccurate Antarctic sea ice simulation; precipitation and wind composites still affected by the equatorial cold tongue bias; muted variability in the Atlantic Meridional Overturning Circulation; strong 100 year quasiperiodicity in Southern Ocean ventilation; and a lack of historical warming before 1990 and too rapid warming thereafter due to high climate sensitivity and strong aerosol forcing, in contrast to the observational record. Overall, CM4.0 scores very well in its fidelity against observations compared to the Coupled Model Intercomparison Project Phase 5 generation in terms of both mean state and modes of variability and should prove a valuable new addition for analysis across a broad array of applications.},
doi = {10.1029/2019MS001829},
journal = {Journal of Advances in Modeling Earth Systems},
number = 11,
volume = 11,
place = {United States},
year = {Wed Oct 30 00:00:00 EDT 2019},
month = {Wed Oct 30 00:00:00 EDT 2019}
}
Web of Science
Works referenced in this record:
Climate impacts of parameterized Nordic Sea overflows
journal, January 2010
- Danabasoglu, Gokhan; Large, William G.; Briegleb, Bruce P.
- Journal of Geophysical Research, Vol. 115, Issue C11
Recent Wind-Driven Variability in Atlantic Water Mass Distribution and Meridional Overturning Circulation
journal, March 2017
- Evans, Dafydd Gwyn; Toole, John; Forget, Gael
- Journal of Physical Oceanography, Vol. 47, Issue 3
Open-ocean convection: Observations, theory, and models
journal, February 1999
- Marshall, John; Schott, Friedrich
- Reviews of Geophysics, Vol. 37, Issue 1
North Atlantic Simulations with the Hybrid Coordinate Ocean Model (HYCOM): Impact of the Vertical Coordinate Choice, Reference Pressure, and Thermobaricity
journal, December 2003
- Chassignet, Eric P.; Smith, Linda T.; Halliwell, George R.
- Journal of Physical Oceanography, Vol. 33, Issue 12
Assessment of sea ice simulations in the CMIP5 models
journal, January 2015
- Shu, Q.; Song, Z.; Qiao, F.
- The Cryosphere, Vol. 9, Issue 1
Enhanced warming of the N orthwest A tlantic O cean under climate change
journal, January 2016
- Saba, Vincent S.; Griffies, Stephen M.; Anderson, Whit G.
- Journal of Geophysical Research: Oceans, Vol. 121, Issue 1
Overview of the Coupled Model Intercomparison Project Phase 6 (CMIP6) experimental design and organization
journal, January 2016
- Eyring, Veronika; Bony, Sandrine; Meehl, Gerald A.
- Geoscientific Model Development, Vol. 9, Issue 5
Have anthropogenic aerosols delayed a greenhouse gas-induced weakening of the North Atlantic thermohaline circulation?
journal, January 2006
- Delworth, Thomas L.; Dixon, Keith W.
- Geophysical Research Letters, Vol. 33, Issue 2
Cloud tuning in a coupled climate model: Impact on 20th century warming: CLOUD TUNING AND 20TH CENTURY WARMING
journal, March 2013
- Golaz, Jean-Christophe; Horowitz, Larry W.; Levy, Hiram
- Geophysical Research Letters, Vol. 40, Issue 10
Sea Ice Concentrations from Nimbus-7 SMMR and DMSP SSM/I-SSMIS Passive Microwave Data, Version 1
null, January 1996
- Cavalieri, Donald
- NASA National Snow and Ice Data Center Distributed Active Archive Center
Sensitivity of the North Atlantic Ocean Circulation to an abrupt change in the Nordic Sea overflow in a high resolution global coupled climate model
journal, January 2011
- Zhang, Rong; Delworth, Thomas L.; Rosati, Anthony
- Journal of Geophysical Research, Vol. 116, Issue C12
Influence of high latitude ice cover on the marine Intertropical Convergence Zone
journal, July 2005
- Chiang, John C. H.; Bitz, Cecilia M.
- Climate Dynamics, Vol. 25, Issue 5
The Dynamical Core, Physical Parameterizations, and Basic Simulation Characteristics of the Atmospheric Component AM3 of the GFDL Global Coupled Model CM3
journal, July 2011
- Donner, Leo J.; Wyman, Bruce L.; Hemler, Richard S.
- Journal of Climate, Vol. 24, Issue 13
Toward Optimal Closure of the Earth's Top-of-Atmosphere Radiation Budget
journal, February 2009
- Loeb, Norman G.; Wielicki, Bruce A.; Doelling, David R.
- Journal of Climate, Vol. 22, Issue 3
An ocean-atmosphere climate simulation with an embedded cloud resolving model: A GLOBAL CLIMATE SIMULATION
journal, January 2010
- Stan, Cristiana; Khairoutdinov, Marat; DeMott, Charlotte A.
- Geophysical Research Letters, Vol. 37, Issue 1
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
Sea ice motion from low-resolution satellite sensors: An alternative method and its validation in the Arctic
journal, January 2010
- Lavergne, T.; Eastwood, S.; Teffah, Z.
- Journal of Geophysical Research, Vol. 115, Issue C10
Mechanisms for low-frequency variability of summer Arctic sea ice extent
journal, March 2015
- Zhang, Rong
- Proceedings of the National Academy of Sciences, Vol. 112, Issue 15
Simulated Climate and Climate Change in the GFDL CM2.5 High-Resolution Coupled Climate Model
journal, April 2012
- Delworth, Thomas L.; Rosati, Anthony; Anderson, Whit
- Journal of Climate, Vol. 25, Issue 8
An Initial Assessment of Antarctic Sea Ice Extent in the CMIP5 Models
journal, March 2013
- Turner, John; Bracegirdle, Thomas J.; Phillips, Tony
- Journal of Climate, Vol. 26, Issue 5
Representations of the Nordic Seas overflows and their large scale climate impact in coupled models
journal, February 2015
- Wang, He; Legg, Sonya A.; Hallberg, Robert W.
- Ocean Modelling, Vol. 86
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
Evaluation of the ECMWF ocean reanalysis system ORAS4
journal, December 2012
- Balmaseda, Magdalena Alonso; Mogensen, Kristian; Weaver, Anthony T.
- Quarterly Journal of the Royal Meteorological Society, Vol. 139, Issue 674
Underestimated AMOC Variability and Implications for AMV and Predictability in CMIP Models
journal, May 2018
- Yan, Xiaoqin; Zhang, Rong; Knutson, Thomas R.
- Geophysical Research Letters, Vol. 45, Issue 9
Fingerprints of internal drivers of Arctic sea ice loss in observations and model simulations
journal, November 2018
- Ding, Qinghua; Schweiger, Axel; L’Heureux, Michelle
- Nature Geoscience, Vol. 12, Issue 1
A Review of the Role of the Atlantic Meridional Overturning Circulation in Atlantic Multidecadal Variability and Associated Climate Impacts
journal, June 2019
- Zhang, Rong; Sutton, Rowan; Danabasoglu, Gokhan
- Reviews of Geophysics, Vol. 57, Issue 2
Impact of the Atlantic Meridional Overturning Circulation (AMOC) on Arctic Surface Air Temperature and Sea Ice Variability
journal, December 2011
- Mahajan, Salil; Zhang, Rong; Delworth, Thomas L.
- Journal of Climate, Vol. 24, Issue 24
On the discrepancy between observed and CMIP5 multi-model simulated Barents Sea winter sea ice decline
journal, April 2017
- Li, Dawei; Zhang, Rong; Knutson, Thomas R.
- Nature Communications, Vol. 8, Issue 1
Improvements in the GISTEMP Uncertainty Model
journal, June 2019
- Lenssen, Nathan J. L.; Schmidt, Gavin A.; Hansen, James E.
- Journal of Geophysical Research: Atmospheres, Vol. 124, Issue 12
Temporal Variability of the Atlantic Meridional Overturning Circulation at 26.5 N
journal, August 2007
- Cunningham, S. A.; Kanzow, T.; Rayner, D.
- Science, Vol. 317, Issue 5840
Cloud feedback in atmospheric general circulation models: An update
journal, May 1996
- Cess, R. D.; Zhang, M. H.; Ingram, W. J.
- Journal of Geophysical Research: Atmospheres, Vol. 101, Issue D8
North Atlantic simulations in Coordinated Ocean-ice Reference Experiments phase II (CORE-II). Part I: Mean states
journal, January 2014
- Danabasoglu, Gokhan; Yeager, Steve G.; Bailey, David
- Ocean Modelling, Vol. 73
Comparison of Mechanisms for Low-Frequency Variability of Summer Arctic Sea Ice in Three Coupled Models
journal, February 2018
- Li, Dawei; Zhang, Rong; Knutson, Thomas
- Journal of Climate, Vol. 31, Issue 3
Measuring the Atlantic Meridional Overturning Circulation at 26°N
journal, January 2015
- McCarthy, G. D.; Smeed, D. A.; Johns, W. E.
- Progress in Oceanography, Vol. 130
Parameterization of Mixed Layer Eddies. Part I: Theory and Diagnosis
journal, June 2008
- Fox-Kemper, Baylor; Ferrari, Raffaele; Hallberg, Robert
- Journal of Physical Oceanography, Vol. 38, Issue 6
The Response of the ITCZ to Extratropical Thermal Forcing: Idealized Slab-Ocean Experiments with a GCM
journal, July 2008
- Kang, Sarah M.; Held, Isaac M.; Frierson, Dargan M. W.
- Journal of Climate, Vol. 21, Issue 14
Continuous, Array-Based Estimates of Atlantic Ocean Heat Transport at 26.5°N
journal, May 2011
- Johns, W. E.; Baringer, M. O.; Beal, L. M.
- Journal of Climate, Vol. 24, Issue 10
A Topographic Drag Closure Built on an Analytical Base Flux
journal, July 2005
- Garner, Stephen T.
- Journal of the Atmospheric Sciences, Vol. 62, Issue 7
Sensitivity of Atlantic Meridional Overturning Circulation Variability to Parameterized Nordic Sea Overflows in CCSM4
journal, March 2012
- Yeager, Stephen; Danabasoglu, Gokhan
- Journal of Climate, Vol. 25, Issue 6
Using a resolution function to regulate parameterizations of oceanic mesoscale eddy effects
journal, December 2013
- Hallberg, Robert
- Ocean Modelling, Vol. 72
Explicit Generation of Orthogonal Grids for Ocean Models
journal, July 1996
- Murray, Ross J.
- Journal of Computational Physics, Vol. 126, Issue 2
MIROC-ESM 2010: model description and basic results of CMIP5-20c3m experiments
journal, January 2011
- Watanabe, S.; Hajima, T.; Sudo, K.
- Geoscientific Model Development, Vol. 4, Issue 4
Improvements of simulated Western North Atlantic current system and impacts on the AMOC
journal, April 2014
- Talandier, C.; Deshayes, J.; Treguier, A. -M.
- Ocean Modelling, Vol. 76
Change in future climate due to Antarctic meltwater
journal, November 2018
- Bronselaer, Ben; Winton, Michael; Griffies, Stephen M.
- Nature, Vol. 564, Issue 7734
The Version-2 Global Precipitation Climatology Project (GPCP) Monthly Precipitation Analysis (1979–Present)
journal, December 2003
- Adler, Robert F.; Huffman, George J.; Chang, Alfred
- Journal of Hydrometeorology, Vol. 4, Issue 6
Response of the ITCZ to Northern Hemisphere cooling: ITCZ RESPONSE TO N. HEMISPHERE COOLING
journal, January 2006
- Broccoli, Anthony J.; Dahl, Kristina A.; Stouffer, Ronald J.
- Geophysical Research Letters, Vol. 33, Issue 1
Energy budget-based backscatter in an eddy permitting primitive equation model
journal, October 2015
- Jansen, Malte F.; Held, Isaac M.; Adcroft, Alistair
- Ocean Modelling, Vol. 94
Carbon cycling under 300 years of land use change: Importance of the secondary vegetation sink: CARBON CYCLING AND LAND USE IN LM3V
journal, June 2009
- Shevliakova, Elena; Pacala, Stephen W.; Malyshev, Sergey
- Global Biogeochemical Cycles, Vol. 23, Issue 2
Are historical records sufficient to constrain ENSO simulations?
journal, January 2009
- Wittenberg, Andrew T.
- Geophysical Research Letters, Vol. 36, Issue 12
ENSO Modulation: Is It Decadally Predictable?
journal, April 2014
- Wittenberg, Andrew T.; Rosati, Anthony; Delworth, Thomas L.
- Journal of Climate, Vol. 27, Issue 7
Clouds and Earth Radiant Energy System (CERES), a review: Past, present and future
journal, July 2011
- Smith, G. L.; Priestley, K. J.; Loeb, N. G.
- Advances in Space Research, Vol. 48, Issue 2
Ground-Truth Model Evaluation of Subgrid Orographic Base-Flux Parameterization
journal, October 2018
- Garner, Stephen T.
- Journal of the Atmospheric Sciences, Vol. 75, Issue 10
A new method for diagnosing radiative forcing and climate sensitivity
journal, January 2004
- Gregory, J. M.
- Geophysical Research Letters, Vol. 31, Issue 3
Time Scales of Climate Response
journal, January 2004
- Stouffer, Ronald J.
- Journal of Climate, Vol. 17, Issue 1
The GFDL Global Atmosphere and Land Model AM4.0/LM4.0: 2. Model Description, Sensitivity Studies, and Tuning Strategies
journal, March 2018
- Zhao, M.; Golaz, J. -C.; Held, I. M.
- Journal of Advances in Modeling Earth Systems, Vol. 10, Issue 3
The GFDL Global Atmosphere and Land Model AM4.0/LM4.0: 1. Simulation Characteristics With Prescribed SSTs
journal, March 2018
- Zhao, M.; Golaz, J. -C.; Held, I. M.
- Journal of Advances in Modeling Earth Systems, Vol. 10, Issue 3
Impacts on Ocean Heat from Transient Mesoscale Eddies in a Hierarchy of Climate Models
journal, February 2015
- Griffies, Stephen M.; Winton, Michael; Anderson, Whit G.
- Journal of Climate, Vol. 28, Issue 3
GFDL's CM2 Global Coupled Climate Models. Part I: Formulation and Simulation Characteristics
journal, March 2006
- Delworth, Thomas L.; Broccoli, Anthony J.; Rosati, Anthony
- Journal of Climate, Vol. 19, Issue 5
Constraining projections of summer Arctic sea ice
journal, January 2012
- Massonnet, F.; Fichefet, T.; Goosse, H.
- The Cryosphere, Vol. 6, Issue 6
Spatial and temporal structure of Tropical Pacific interannual variability in 20th century coupled simulations
journal, January 2006
- Capotondi, Antonietta; Wittenberg, Andrew; Masina, Simona
- Ocean Modelling, Vol. 15, Issue 3-4
Understanding the Equatorial Pacific Cold Tongue Time-Mean Heat Budget. Part II: Evaluation of the GFDL-FLOR Coupled GCM
journal, December 2018
- Ray, Sulagna; Wittenberg, Andrew T.; Griffies, Stephen M.
- Journal of Climate, Vol. 31, Issue 24
The Extreme 2015/16 El Niño, in the Context of Historical Climate Variability and Change
journal, January 2018
- Newman, Matthew; Wittenberg, Andrew T.; Cheng, Linyin
- Bulletin of the American Meteorological Society, Vol. 99, Issue 1
The ERA-Interim reanalysis: configuration and performance of the data assimilation system
journal, April 2011
- Dee, D. P.; Uppala, S. M.; Simmons, A. J.
- Quarterly Journal of the Royal Meteorological Society, Vol. 137, Issue 656
The connection between Labrador Sea buoyancy loss, deep western boundary current strength, and Gulf Stream path in an ocean circulation model
journal, January 2009
- Yeager, Stephen G.; Jochum, Markus
- Ocean Modelling, Vol. 30, Issue 2-3
GFDL’s ESM2 Global Coupled Climate–Carbon Earth System Models. Part I: Physical Formulation and Baseline Simulation Characteristics
journal, October 2012
- Dunne, John P.; John, Jasmin G.; Adcroft, Alistair J.
- Journal of Climate, Vol. 25, Issue 19
Intercomparison and interpretation of climate feedback processes in 19 atmospheric general circulation models
journal, January 1990
- Cess, R. D.; Potter, G. L.; Blanchet, J. P.
- Journal of Geophysical Research, Vol. 95, Issue D10
The GFDL CM3 Coupled Climate Model: Characteristics of the Ocean and Sea Ice Simulations
journal, July 2011
- Griffies, Stephen M.; Winton, Michael; Donner, Leo J.
- Journal of Climate, Vol. 24, Issue 13
Linear trends in salinity for the World Ocean, 1955–1998
journal, January 2005
- Boyer, Timothy P.
- Geophysical Research Letters, Vol. 32, Issue 1
Mechanisms of aerosol-forced AMOC variability in a state of the art climate model: HISTORICALLY STRENGTHENING AMOC
journal, April 2013
- Menary, Matthew B.; Roberts, Christopher D.; Palmer, Matthew D.
- Journal of Geophysical Research: Oceans, Vol. 118, Issue 4
Influence of internal variability on Arctic sea-ice trends
journal, January 2015
- Swart, Neil C.; Fyfe, John C.; Hawkins, Ed
- Nature Climate Change, Vol. 5, Issue 2
Sources of multi-decadal variability in Arctic sea ice extent
journal, July 2012
- Day, J. J.; Hargreaves, J. C.; Annan, J. D.
- Environmental Research Letters, Vol. 7, Issue 3
Mixed layer depth over the global ocean: An examination of profile data and a profile-based climatology
journal, January 2004
- de Boyer Montégut, Clément
- Journal of Geophysical Research, Vol. 109, Issue C12
Climate versus emission drivers of methane lifetime against loss by tropospheric OH from 1860–2100
journal, January 2012
- John, J. G.; Fiore, A. M.; Naik, V.
- Atmospheric Chemistry and Physics, Vol. 12, Issue 24
Extended Reconstructed Sea Surface Temperature Version 4 (ERSST.v4). Part I: Upgrades and Intercomparisons
journal, February 2015
- Huang, Boyin; Banzon, Viva F.; Freeman, Eric
- Journal of Climate, Vol. 28, Issue 3
Mean-state dependence of ENSO atmospheric feedbacks in climate models
journal, July 2017
- Bayr, Tobias; Latif, Mojib; Dommenget, Dietmar
- Climate Dynamics, Vol. 50, Issue 9-10
Improved Simulations of Tropical Pacific Annual-Mean Climate in the GFDL FLOR and HiFLOR Coupled GCMs
journal, December 2018
- Wittenberg, Andrew T.; Vecchi, Gabriel A.; Delworth, Thomas L.
- Journal of Advances in Modeling Earth Systems, Vol. 10, Issue 12
Finite-volume transport on various cubed-sphere grids
journal, November 2007
- Putman, William M.; Lin, Shian-Jiann
- Journal of Computational Physics, Vol. 227, Issue 1
Simulation and Prediction of Category 4 and 5 Hurricanes in the High-Resolution GFDL HiFLOR Coupled Climate Model
journal, December 2015
- Murakami, Hiroyuki; Vecchi, Gabriel A.; Underwood, Seth
- Journal of Climate, Vol. 28, Issue 23
The North Atlantic Ocean Is in a State of Reduced Overturning
journal, February 2018
- Smeed, D. A.; Josey, S. A.; Beaulieu, C.
- Geophysical Research Letters, Vol. 45, Issue 3
Trends in Arctic sea ice extent from CMIP5, CMIP3 and observations: ARCTIC SEA ICE EXTENT FROM CMIP5
journal, August 2012
- Stroeve, Julienne C.; Kattsov, Vladimir; Barrett, Andrew
- Geophysical Research Letters, Vol. 39, Issue 16
GFDL's CM2 Global Coupled Climate Models. Part III: Tropical Pacific Climate and ENSO
journal, March 2006
- Wittenberg, Andrew T.; Rosati, Anthony; Lau, Ngar-Cheung
- Journal of Climate, Vol. 19, Issue 5
An Improved In Situ and Satellite SST Analysis for Climate
journal, July 2002
- Reynolds, Richard W.; Rayner, Nick A.; Smith, Thomas M.
- Journal of Climate, Vol. 15, Issue 13
Multi-centennial variability controlled by Southern Ocean convection in the Kiel Climate Model
journal, November 2012
- Martin, Torge; Park, Wonsun; Latif, Mojib
- Climate Dynamics, Vol. 40, Issue 7-8
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
Sensitivity of CryoSat-2 Arctic sea-ice freeboard and thickness on radar-waveform interpretation
journal, January 2014
- Ricker, R.; Hendricks, S.; Helm, V.
- The Cryosphere, Vol. 8, Issue 4
The Role of Bottom Vortex Stretching on the Path of the North Atlantic Western Boundary Current and on the Northern Recirculation Gyre
journal, August 2007
- Zhang, Rong; Vallis, Geoffrey K.
- Journal of Physical Oceanography, Vol. 37, Issue 8
Understanding the Equatorial Pacific Cold Tongue Time-Mean Heat Budget. Part I: Diagnostic Framework
journal, December 2018
- Ray, Sulagna; Wittenberg, Andrew T.; Griffies, Stephen M.
- Journal of Climate, Vol. 31, Issue 24
Antarctic offshore polynyas linked to Southern Hemisphere climate anomalies
journal, June 2019
- Campbell, Ethan C.; Wilson, Earle A.; Moore, G. W. Kent
- Nature, Vol. 570, Issue 7761
An Enhanced Model of Land Water and Energy for Global Hydrologic and Earth-System Studies
journal, October 2014
- Milly, P. C. D.; Malyshev, Sergey L.; Shevliakova, Elena
- Journal of Hydrometeorology, Vol. 15, Issue 5
On the persistence and coherence of subpolar sea surface temperature and salinity anomalies associated with the Atlantic multidecadal variability: Persistence and Coherence of SST and SSS
journal, August 2017
- Zhang, Rong
- Geophysical Research Letters, Vol. 44, Issue 15
On the Seasonal Forecasting of Regional Tropical Cyclone Activity
journal, November 2014
- Vecchi, G. A.; Delworth, T.; Gudgel, R.
- Journal of Climate, Vol. 27, Issue 21
High Resolution Model Intercomparison Project (HighResMIP v1.0) for CMIP6
journal, January 2016
- Haarsma, Reindert J.; Roberts, Malcolm J.; Vidale, Pier Luigi
- Geoscientific Model Development, Vol. 9, Issue 11
Overview of the Coupled Model Intercomparison Project Phase 6 (CMIP6) experimental design and organisation
journal, January 2015
- Eyring, V.; Bony, S.; Meehl, G. A.
- Geoscientific Model Development Discussions, Vol. 8, Issue 12
Have Aerosols Caused the Observed Atlantic Multidecadal Variability?
text, January 2013
- Ting, Mingfang; Delworth, Thomas L.; Zhang, Rong
- Columbia University
Coherent response of the Indian Monsoon Rainfall to Atlantic Multi-decadal Variability over the last 2000 years
journal, January 2020
- Naidu, Pothuri Divakar; Ganeshram, Raja; Bollasina, Massimo A.
- Scientific Reports, Vol. 10, Issue 1
Climate versus emission drivers of methane lifetime against loss by tropospheric OH from 1860–2100
text, January 2012
- John, J. G.; Fiore, Arlene M.; Naik, V.
- Columbia University