Process Drivers, Inter-Model Spread, and the Path Forward: A Review of Amplified Arctic Warming

Arctic amplification (AA) is a coupled atmosphere-sea ice-ocean process. This understanding has evolved from the early concept of AA, as a consequence of snow-ice line progressions, through more than a century of research that has clarified the relevant processes and driving mechanisms of AA. The predictions made by early modeling studies, namely the fall/winter maximum, bottom-heavy structure, the prominence of surface albedo feedback, and the importance of stable stratification have withstood the scrutiny of multi-decadal observations and more complex models. Yet, the uncertainty in Arctic climate projections is larger than in any other region of the planet, making the assessment of high-impact, near-term regional changes difficult or impossible. Reducing this large spread in Arctic climate projections requires a quantitative process understanding. This manuscript aims to build such an understanding by synthesizing current knowledge of AA and to produce a set of recommendations to guide future research. It briefly reviews the history of AA science, summarizes observed Arctic changes, discusses modeling approaches and feedback diagnostics, and assesses the current understanding of the most relevant feedbacks to AA. These sections culminate in a conceptual model of the fundamental physical mechanisms causing AA and a collection of recommendations to accelerate progress towards reduced uncertainty in Arctic climate projections. Our conceptual model highlights the need to account for local feedback and remote process interactions within the context of the annual cycle to constrain projected AA. We recommend raising the priority of Arctic climate sensitivity research, improving the accuracy of Arctic surface energy budget observations, rethinking climate feedback definitions, coordinating new model experiments and intercomparisons, and further investigating the role of episodic variability in AA.

[1]  A. Fedorov,et al.  Interaction between Arctic sea ice and the Atlantic meridional overturning circulation in a warming climate , 2021, Climate Dynamics.

[2]  Corinne Le Quéré,et al.  Climate Change 2013: The Physical Science Basis , 2013 .

[3]  T. Merlis,et al.  Polar Amplification in Idealized Climates: The Role of Ice, Moisture, and Seasons , 2021 .

[4]  Wenkai Li,et al.  Relative contributions of internal atmospheric variability and surface processes to the interannual variations in wintertime Arctic surface air temperatures , 2021, Journal of Climate.

[5]  Yi Huang,et al.  The Nonlinear Radiative Feedback Effects in the Arctic Warming , 2021, Frontiers in Earth Science.

[6]  M. Zelinka,et al.  Contributions to Polar Amplification in CMIP5 and CMIP6 Models , 2021, Frontiers in Earth Science.

[7]  Xiaohong Liu,et al.  Impacts of secondary ice production on Arctic mixed-phase clouds based on ARM observations and CAM6 single-column model simulations , 2021 .

[8]  Hui Li,et al.  AMOC stability and diverging response to Arctic sea ice decline in two climate models , 2021, Journal of Climate.

[9]  C. Cardinale,et al.  Stratospheric and Tropospheric Flux Contributions to the Polar Cap Energy Budgets , 2021 .

[10]  Xiquan Dong,et al.  Summertime low clouds mediate the impact of the large-scale circulation on Arctic sea ice , 2021, Communications Earth & Environment.

[11]  G. Vallis,et al.  Reduced High-Latitude Land Seasonality in Climates with Very High Carbon Dioxide , 2021, Journal of Climate.

[12]  P. Zieger,et al.  Aerosols in current and future Arctic climate , 2021, Nature Climate Change.

[13]  A. Timmermann,et al.  Cold‐Season Arctic Amplification Driven by Arctic Ocean‐Mediated Seasonal Energy Transfer , 2021, Earth's Future.

[14]  P. Taylor,et al.  On the Nature of the Arctic's Positive Lapse‐Rate Feedback , 2020, Geophysical Research Letters.

[15]  W. Paul Menzel,et al.  Hyperspectral Satellite Radiance Atmospheric Profile Information Content and Its Dependence on Spectrometer Technology , 2021, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

[16]  P. Kushner,et al.  Sea ice and atmospheric circulation shape the high-latitude lapse rate feedback , 2020, npj Climate and Atmospheric Science.

[17]  A less cloudy picture of the inter-model spread in future global warming projections , 2020, Nature communications.

[18]  Karen L. Smith,et al.  Arctic Amplification: A Rapid Response to Radiative Forcing , 2020, Geophysical Research Letters.

[19]  Jonathan L. Mitchell,et al.  An Internal Atmospheric Process Determining Summertime Arctic Sea Ice Melting in the Next Three Decades: Lessons Learned from Five Large Ensembles and Multiple CMIP5 Climate Simulations , 2020, Journal of Climate.

[20]  E. Jäkel,et al.  Reassessment of shortwave surface cloud radiative forcing in the Arctic: consideration of surface-albedo–cloud interactions , 2020 .

[21]  H. Douville,et al.  Clouds damp the radiative impacts of polar sea ice loss , 2020 .

[22]  S. Kreidenweis,et al.  Thawing permafrost: an overlooked source of seeds for Arctic cloud formation , 2020, Environmental Research Letters.

[23]  J. Kay,et al.  Quantifying the Influence of Cloud Radiative Feedbacks on Arctic Surface Warming Using Cloud Locking in an Earth System Model , 2020, Geophysical Research Letters.

[24]  P. Rasch,et al.  The Effect of Atmospheric Transmissivity on Model and Observational Estimates of the Sea Ice Albedo Feedback , 2020 .

[25]  T. Merlis,et al.  Decomposing the Drivers of Polar Amplification with a Single-Column Model , 2020, Journal of Climate.

[26]  F. Pithan,et al.  Quantifying two-way influences between the Arctic and mid-latitudes through regionally increased CO2 concentrations in coupled climate simulations , 2020, Climate Dynamics.

[27]  J. Jiang,et al.  Assessment of CMIP6 Cloud Fraction and Comparison with Satellite Observations , 2020, Earth and Space Science.

[28]  Dong L. Wu,et al.  Space‐Based Observations for Understanding Changes in the Arctic‐Boreal Zone , 2020, Reviews of Geophysics.

[29]  M. Biasutti,et al.  Polar Amplification as an Inherent Response of a Circulating Atmosphere: Results From the TRACMIP Aquaplanets , 2020, Geophysical Research Letters.

[30]  G. Mace,et al.  Midwinter Arctic leads form and dissipate low clouds , 2020, Nature Communications.

[31]  R. Kwok,et al.  Divergent consensuses on Arctic amplification influence on midlatitude severe winter weather , 2019, Nature Climate Change.

[32]  T. Vihma,et al.  Strong Dependence of Wintertime Arctic Moisture and Cloud Distributions on Atmospheric Large-Scale Circulation , 2019, Journal of Climate.

[33]  Ming Cai,et al.  Seasonal Variations of Arctic Low‐Level Clouds and Its Linkage to Sea Ice Seasonal Variations , 2019, Journal of geophysical research. Atmospheres : JGR.

[34]  M. L’Heureux,et al.  How Tropical Pacific Surface Cooling Contributed to Accelerated Sea Ice Melt from 2007 to 2012 as Ice Is Thinned by Anthropogenic Forcing , 2019, Journal of Climate.

[35]  A. Nenes,et al.  The impact of secondary ice production on Arctic stratocumulus , 2019, Atmospheric Chemistry and Physics.

[36]  K. Stamnes,et al.  High cloud coverage over melted areas dominates the impact of clouds on the albedo feedback in the Arctic , 2019, Scientific Reports.

[37]  Nathan Lenssen,et al.  Improvements in the GISTEMP Uncertainty Model , 2019, Journal of Geophysical Research: Atmospheres.

[38]  J. Kay,et al.  Thicker Clouds and Accelerated Arctic Sea Ice Decline: The Atmosphere‐Sea Ice Interactions in Spring , 2019, Geophysical Research Letters.

[39]  R. Graversen,et al.  On the Role of the Atmospheric Energy Transport in 2 × CO2–Induced Polar Amplification in CESM1 , 2019, Journal of Climate.

[40]  S. Sherwood,et al.  Model Hierarchies for Understanding Atmospheric Circulation , 2019, Reviews of Geophysics.

[41]  F. Stratmann,et al.  Variation of Ice Nucleating Particles in the European Arctic Over the Last Centuries , 2019, Geophysical Research Letters.

[42]  Thomas Jung,et al.  The Polar Amplification Model Intercomparison Project (PAMIP) contribution to CMIP6: investigating the causes and consequences of polar amplification , 2018, Geoscientific Model Development.

[43]  Haikun Wei,et al.  Estimating Climate Feedbacks Using a Neural Network , 2019, Journal of Geophysical Research: Atmospheres.

[44]  Stephen A. Klein,et al.  Progressing emergent constraints on future climate change , 2019, Nature Climate Change.

[45]  T. Storelvmo,et al.  Evidence of Strong Contributions From Mixed‐Phase Clouds to Arctic Climate Change , 2019, Geophysical Research Letters.

[46]  A. Donohoe,et al.  Does Surface Temperature Respond to or Determine Downwelling Longwave Radiation? , 2019, Geophysical Research Letters.

[47]  kwang-yul kim,et al.  Vertical Feedback Mechanism of Winter Arctic Amplification and Sea Ice Loss , 2019, Scientific Reports.

[48]  A. Fedorov,et al.  Global Impacts of Arctic Sea Ice Loss Mediated by the Atlantic Meridional Overturning Circulation , 2019, Geophysical Research Letters.

[49]  A. Fedorov,et al.  The Mechanisms of the Atlantic Meridional Overturning Circulation Slowdown Induced by Arctic Sea Ice Decline , 2019, Journal of Climate.

[50]  H. Chepfer,et al.  Cloud Response to Arctic Sea Ice Loss and Implications for Future Feedback in the CESM1 Climate Model , 2019, Journal of Geophysical Research: Atmospheres.

[51]  Ken Caldeira,et al.  Estimating Contributions of Sea Ice and Land Snow to Climate Feedback , 2019, Journal of Geophysical Research: Atmospheres.

[52]  A. Dai,et al.  Arctic amplification is caused by sea-ice loss under increasing CO2 , 2019, Nature Communications.

[53]  T. L’Ecuyer,et al.  How Much Do Clouds Mask the Impacts of Arctic Sea Ice and Snow Cover Variations? Different Perspectives from Observations and Reanalyses , 2019, Atmosphere.

[54]  W. Hazeleger,et al.  Oceanic heat transport into the Arctic under high and low CO2\documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$\hbox {CO , 2019, Climate Dynamics.

[55]  Maximilian Maahn,et al.  The relative impact of cloud condensation nuclei and ice nucleating particle concentrations on phase partitioning in Arctic mixed-phase stratocumulus clouds , 2018, Atmospheric Chemistry and Physics.

[56]  Cecilia M. Bitz,et al.  Polar amplification dominated by local forcing and feedbacks , 2018, Nature Climate Change.

[57]  M. L’Heureux,et al.  Fingerprints of internal drivers of Arctic sea ice loss in observations and model simulations , 2018, Nature Geoscience.

[58]  A. Stewart,et al.  The impact of Arctic sea ice loss on mid-Holocene climate , 2018, Nature Communications.

[59]  Manfred Wendisch,et al.  Role of air-mass transformations in exchange between the Arctic and mid-latitudes , 2018, Nature Geoscience.

[60]  P. Taylor,et al.  Seasonal energy exchange in sea ice retreat regions contributes to differences in projected Arctic warming , 2018, Nature Communications.

[61]  R. Kwok Arctic sea ice thickness, volume, and multiyear ice coverage: losses and coupled variability (1958–2018) , 2018, Environmental Research Letters.

[62]  T. Shaw,et al.  Testing Latitudinally Dependent Explanations of the Circulation Response to Increased CO2 Using Aquaplanet Models , 2018, Geophysical Research Letters.

[63]  Y. Deng,et al.  A survey of the atmospheric physical processes key to the onset of Arctic sea ice melt in spring , 2018, Climate Dynamics.

[64]  M. Anderson,et al.  Arctic Sea Ice Melt Onset Timing From Passive Microwave‐Based and Surface Air Temperature‐Based Methods , 2018, Journal of Geophysical Research: Atmospheres.

[65]  A. Donohoe,et al.  Meridional Atmospheric Heat Transport Constrained by Energetics and Mediated by Large-Scale Diffusion , 2018, Journal of Climate.

[66]  C. Bitz,et al.  Distinct Mechanisms of Ocean Heat Transport Into the Arctic Under Internal Variability and Climate Change , 2018, Geophysical Research Letters.

[67]  T. Merlis,et al.  Simple Estimates of Polar Amplification in Moist Diffusive Energy Balance Models , 2018, Journal of Climate.

[68]  J. Key,et al.  Arctic climate: changes in sea ice extent outweigh changes in snow cover , 2018, The Cryosphere.

[69]  Sarah M. Kang,et al.  Sensitivity of Polar Amplification to Varying Insolation Conditions , 2018, Journal of Climate.

[70]  B. M. Hegyi,et al.  The Unprecedented 2016–2017 Arctic Sea Ice Growth Season: The Crucial Role of Atmospheric Rivers and Longwave Fluxes , 2018, Geophysical research letters.

[71]  David R. Doelling,et al.  Surface Irradiances of Edition 4.0 Clouds and the Earth’s Radiant Energy System (CERES) Energy Balanced and Filled (EBAF) Data Product , 2018 .

[72]  François Massonnet,et al.  Quantifying climate feedbacks in polar regions , 2018, Nature Communications.

[73]  Paul J. Kushner,et al.  Consistency and discrepancy in the atmospheric response to Arctic sea-ice loss across climate models , 2018, Nature Geoscience.

[74]  Yong Wang,et al.  Distinct Contributions of Ice Nucleation, Large‐Scale Environment, and Shallow Cumulus Detrainment to Cloud Phase Partitioning With NCAR CAM5 , 2018 .

[75]  B. M. Hegyi,et al.  On the Increasing Importance of Air-Sea Exchanges in a Thawing Arctic: A Review , 2018 .

[76]  H. Chepfer,et al.  Isolating the Liquid Cloud Response to Recent Arctic Sea Ice Variability Using Spaceborne Lidar Observations , 2018 .

[77]  M. Henry The Role of the Nonlinearity of the Stefan–Boltzmann Law on the Structure of Radiatively Forced Temperature Change , 2017, Journal of Climate.

[78]  S. Feldstein,et al.  Revisiting the Cause of the 1989–2009 Arctic Surface Warming Using the Surface Energy Budget: Downward Infrared Radiation Dominates the Surface Fluxes , 2017 .

[79]  P. Rasch,et al.  Increased Ocean Heat Convergence Into the High Latitudes With CO2 Doubling Enhances Polar‐Amplified Warming , 2017 .

[80]  Yan Xia,et al.  On the pattern of CO2 radiative forcing and poleward energy transport , 2017 .

[81]  F. Vitt,et al.  Surface and top-of-atmosphere radiative feedback kernels for CESM-CAM5 , 2017 .

[82]  R. Hogan,et al.  Why are mixed‐phase altocumulus clouds poorly predicted by large‐scale models? Part 1. Physical processes , 2017 .

[83]  A. Bertram,et al.  Ice-nucleating particles in Canadian Arctic sea-surface microlayer and bulk seawater , 2017 .

[84]  S. Woods,et al.  Aircraft Observations of Cumulus Microphysics Ranging from the Tropics to Midlatitudes: Implications for a “New” Secondary Ice Process , 2017 .

[85]  P. Kushner,et al.  Remarkable separability of circulation response to Arctic sea ice loss and greenhouse gas forcing , 2017 .

[86]  P. Hassanzadeh,et al.  A perspective on climate model hierarchies , 2017 .

[87]  Wei Liu,et al.  Arctic sea-ice decline weakens the Atlantic Meridional Overturning Circulation , 2017 .

[88]  Robert M. Graham,et al.  Increasing frequency and duration of Arctic winter warming events , 2017 .

[89]  Inter-Model Warming Projection Spread: Inherited Traits from Control Climate Diversity , 2017, Scientific Reports.

[90]  B. Anderson,et al.  Atmospheric Eddies Mediate Lapse Rate Feedback and Arctic Amplification , 2017 .

[91]  P. Field,et al.  The Role of Ice Microphysics Parametrizations in Determining the Prevalence of Supercooled Liquid Water in High-Resolution Simulations of a Southern Ocean Midlatitude Cyclone , 2017 .

[92]  Adam A. Scaife,et al.  Atmospheric Response to Arctic and Antarctic Sea Ice: The Importance of Ocean–Atmosphere Coupling and the Background State , 2017 .

[93]  Sukyoung Lee,et al.  An Identification of the Mechanisms that Lead to Arctic Warming During Planetary-Scale and Synoptic-Scale Wave Life Cycles , 2017 .

[94]  N. Swart Climate variability: Natural causes of Arctic sea-ice loss , 2017 .

[95]  Axel Schweiger,et al.  Influence of high-latitude atmospheric circulation changes on summertime Arctic sea ice , 2017 .

[96]  Xiquan Dong,et al.  The footprints of 16 year trends of Arctic springtime cloud and radiation properties on September sea ice retreat , 2017 .

[97]  F. Chauvin,et al.  Respective roles of direct GHG radiative forcing and induced Arctic sea ice loss on the Northern Hemisphere atmospheric circulation , 2017, Climate Dynamics.

[98]  M. Salzmann The polar amplification asymmetry: Role of antarctic surface height , 2017 .

[99]  The role of atmospheric heat transport and regional feedbacks in the Arctic warming at equilibrium , 2017, Climate Dynamics.

[100]  B. M. Hegyi,et al.  Dynamical and Thermodynamical Impacts of High- and Low-Frequency Atmospheric Eddies on the Initial Melt of Arctic Sea Ice , 2017 .

[101]  B. DeAngelo,et al.  Executive summary. Climate Science Special Report: Fourth National Climate Assessment, Volume I , 2017 .

[102]  Donald J. Wuebbles,et al.  Ch. 11: Arctic Changes and their Effects on Alaska and the Rest of the United States. Climate Science Special Report: Fourth National Climate Assessment, Volume I , 2017 .

[103]  Camille Li,et al.  Connecting ocean heat transport changes from the midlatitudes to the Arctic Ocean , 2017 .

[104]  T. Merlis,et al.  Coupled High-Latitude Climate Feedbacks and Their Impact on Atmospheric Heat Transport , 2017 .

[105]  Amy Solomon,et al.  Linking atmospheric synoptic transport, cloud phase, surface energy fluxes, and sea-ice growth: observations of midwinter SHEBA conditions , 2017, Climate Dynamics.

[106]  T. Ogura,et al.  Effect of retreating sea ice on Arctic cloud cover in simulated recent global warming , 2016 .

[107]  P. Wadhams,et al.  Dissipation of wind waves by pancake and frazil ice in the autumn Beaufort Sea: WAVE DAMPING BY ICE IN THE BEAUFORT SEA , 2016 .

[108]  Yuan Wang,et al.  Review of Aerosol–Cloud Interactions: Mechanisms, Significance, and Challenges , 2016 .

[109]  kwang-yul kim,et al.  Mechanism of seasonal Arctic sea ice evolution and Arctic amplification , 2016 .

[110]  N. DiGirolamo,et al.  New Visualizations Highlight New Information on the Contrasting Arctic and Antarctic Sea-Ice Trends Since the Late 1970s , 2016 .

[111]  Isolating the Temperature Feedback Loop and Its Effects on Surface Temperature , 2016 .

[112]  Qiong Zhang,et al.  Problems encountered when defining Arctic amplification as a ratio , 2016, Scientific Reports.

[113]  R. Graversen,et al.  Arctic amplification enhanced by latent energy transport of atmospheric planetary waves , 2016 .

[114]  R. Caballero,et al.  The Role of Moist Intrusions in Winter Arctic Warming and Sea Ice Decline , 2016 .

[115]  T. Storelvmo,et al.  On the relationships among cloud cover, mixed‐phase partitioning, and planetary albedo in GCMs , 2016 .

[116]  M. Yoshimori,et al.  Surface Arctic Amplification Factors in CMIP5 Models: Land and Oceanic Surfaces and Seasonality , 2016 .

[117]  Ivy Tan,et al.  Sensitivity Study on the Influence of Cloud Microphysical Parameters on Mixed-Phase Cloud Thermodynamic Phase Partitioning in CAM5 , 2016 .

[118]  M. Jansen,et al.  Analytic radiative‐advective equilibrium as a model for high‐latitude climate , 2016 .

[119]  P. Kushner,et al.  The Transient and Equilibrium Climate Response to Rapid Summertime Sea Ice Loss in CCSM4 , 2016 .

[120]  T. Storelvmo,et al.  Observational constraints on mixed-phase clouds imply higher climate sensitivity , 2015, Science.

[121]  Patrick C. Taylor,et al.  Covariance between Arctic sea ice and clouds within atmospheric state regimes at the satellite footprint level , 2015, Journal of geophysical research. Atmospheres : JGR.

[122]  Veronika Eyring,et al.  Overview of the Coupled Model Intercomparison Project Phase 6 (CMIP6) experimental design and organization , 2015 .

[123]  R. Shaw,et al.  Long‐lifetime ice particles in mixed‐phase stratiform clouds: Quasi‐steady and recycled growth , 2015 .

[124]  M. Jansen,et al.  Conceptual model analysis of the influence of temperature feedbacks on polar amplification , 2015 .

[125]  K.,et al.  The Community Earth System Model (CESM) large ensemble project: a community resource for studying climate change in the presence of internal climate variability , 2015 .

[126]  A. Bertram,et al.  A marine biogenic source of atmospheric ice-nucleating particles , 2015, Nature.

[127]  D. Wu,et al.  Increasing evaporation amounts seen in the Arctic between 2003 and 2013 from AIRS data , 2015 .

[128]  J. Stroeve,et al.  The Arctic is becoming warmer and wetter as revealed by the Atmospheric Infrared Sounder , 2015 .

[129]  C. Deser,et al.  The Role of Ocean–Atmosphere Coupling in the Zonal-Mean Atmospheric Response to Arctic Sea Ice Loss , 2015 .

[130]  D. Frierson,et al.  The remote impacts of climate feedbacks on regional climate predictability , 2015 .

[131]  Ed Hawkins,et al.  Influence of internal variability on Arctic sea-ice trends , 2015 .

[132]  Jeffery R. Scott,et al.  The ocean’s role in the transient response of climate to abrupt greenhouse gas forcing , 2015, Climate Dynamics.

[133]  T. Merlis Interacting components of the top‐of‐atmosphere energy balance affect changes in regional surface temperature , 2014 .

[134]  Axel Schweiger,et al.  Using records from submarine, aircraft and satellites to evaluate climate model simulations of Arctic sea ice thickness , 2014 .

[135]  Son V. Nghiem,et al.  Interdecadal changes in snow depth on Arctic sea ice , 2014 .

[136]  G. Meehl,et al.  Individual Feedback Contributions to the Seasonality of Surface Warming , 2014 .

[137]  Andrew Gettelman,et al.  Contributions of Clouds, Surface Albedos, and Mixed-Phase Ice Nucleation Schemes to Arctic Radiation Biases in CAM5 , 2014 .

[138]  T. Mauritsen,et al.  Polar Amplification in CCSM4: Contributions from the Lapse Rate and Surface Albedo Feedbacks , 2014 .

[139]  J. Wallace,et al.  Tropical forcing of the recent rapid Arctic warming in northeastern Canada and Greenland , 2014, Nature.

[140]  J. Penner,et al.  Intercomparison of the cloud water phase among global climate models , 2014 .

[141]  B. Santer,et al.  Statistical significance of climate sensitivity predictors obtained by data mining , 2014 .

[142]  T. Mauritsen,et al.  Arctic amplification dominated by temperature feedbacks in contemporary climate models , 2014 .

[143]  Ian Eisenman,et al.  Observational determination of albedo decrease caused by vanishing Arctic sea ice , 2014, Proceedings of the National Academy of Sciences.

[144]  D. Battisti,et al.  The dependence of transient climate sensitivity and radiative feedbacks on the spatial pattern of ocean heat uptake , 2014 .

[145]  Sukyoung Lee A theory for polar amplification from a general circulation perspective , 2014, Asia-Pacific Journal of Atmospheric Sciences.

[146]  M. Shupe,et al.  The Sensitivity of Springtime Arctic Mixed-Phase Stratocumulus Clouds to Surface-Layer and Cloud-Top Inversion-Layer Moisture Sources , 2014 .

[147]  Joel Susskind,et al.  Improved methodology for surface and atmospheric soundings, error estimates, and quality control procedures: the atmospheric infrared sounder science team version-6 retrieval algorithm , 2014 .

[148]  Anders Persson,et al.  Atmospheric General Circulation Models , 2014, Encyclopedia of Remote Sensing.

[149]  J. Jungclaus,et al.  Enhanced 20 th-century heat transfer to the Arctic simulated in the context of climate variations over the last millennium , 2014 .

[150]  B. Medeiros,et al.  Mixed-phase clouds cause climate model biases in Arctic wintertime temperature inversions , 2014, Climate Dynamics.

[151]  T. Koenigk,et al.  Ocean heat transport into the Arctic in the twentieth and twenty-first century in EC-Earth , 2014, Climate Dynamics.

[152]  Xiaoliang Song,et al.  Quantifying contributions of climate feedbacks to tropospheric warming in the NCAR CCSM3.0 , 2014, Climate Dynamics.

[153]  J. Jungclaus,et al.  Enhanced 20th-century heat transfer to the Arctic simulated in the context of climate variations over the last millennium , 2013 .

[154]  T. Vihma,et al.  Moisture flux changes and trends for the entire Arctic in 2003–2011 derived from EOS Aqua data , 2013 .

[155]  Nipa Phojanamongkolkij,et al.  Achieving Climate Change Absolute Accuracy in Orbit , 2013 .

[156]  Terhikki Manninen,et al.  Observed changes in the albedo of the Arctic sea-ice zone for the period 1982–2009 , 2013 .

[157]  Thorsten Mauritsen,et al.  Cloud and boundary layer interactions over the Arctic sea ice in late summer , 2013 .

[158]  J. Meehl,et al.  A Decomposition of Feedback Contributions to Polar Warming Amplification , 2013 .

[159]  G. Roe,et al.  Four perspectives on climate feedbacks , 2013 .

[160]  B. Samuels,et al.  Connecting changing ocean circulation with changing climate , 2013 .

[161]  Relative contribution of feedback processes to Arctic amplification of temperature change in MIROC GCM , 2013, Climate Dynamics.

[162]  R. Bintanja,et al.  The changing seasonal climate in the Arctic , 2013, Scientific Reports.

[163]  Inez Y. Fung,et al.  Climate Sensitivity: Analysis of Feedback Mechanisms , 2013 .

[164]  Xiaohong Liu,et al.  Sensitivity of CAM5-Simulated Arctic Clouds and Radiation to Ice Nucleation Parameterization , 2013 .

[165]  R. Stouffer,et al.  Northern High-Latitude Heat Budget Decomposition and Transient Warming , 2013 .

[166]  E. Linden,et al.  The changing seasonal climate in the , 2013 .

[167]  David Carlson,et al.  High-latitude ocean and sea ice surface fluxes: requirements and challenges for climate research , 2012 .

[168]  Cecilia M. Bitz,et al.  Time-Varying Climate Sensitivity from Regional Feedbacks , 2012 .

[169]  Andrew Gettelman,et al.  The Influence of Local Feedbacks and Northward Heat Transport on the Equilibrium Arctic Climate Response to Increased Greenhouse Gas Forcing , 2012 .

[170]  Stephen A. Klein,et al.  Arctic synoptic regimes: Comparing domain‐wide Arctic cloud observations with CAM4 and CAM5 during similar dynamics , 2012 .

[171]  Sukyoung Lee Testing of the Tropically Excited Arctic Warming Mechanism (TEAM) with Traditional El Niño and La Niña , 2012 .

[172]  Mark D. Zelinka,et al.  Computing and Partitioning Cloud Feedbacks Using Cloud Property Histograms. Part II: Attribution to Changes in Cloud Amount, Altitude, and Optical Depth , 2012 .

[173]  C. Deser,et al.  Local and remote controls on observed Arctic warming , 2012 .

[174]  A. Sobel,et al.  Projected Changes in the Seasonal Cycle of Surface Temperature , 2012 .

[175]  Øystein Skagseth,et al.  Quantifying the Influence of Atlantic Heat on Barents Sea Ice Variability and Retreat , 2012 .

[176]  Karl E. Taylor,et al.  An overview of CMIP5 and the experiment design , 2012 .

[177]  M. Shupe,et al.  On the Relationship between Thermodynamic Structure and Cloud Top, and Its Climate Significance in the Arctic , 2012 .

[178]  J. Kay,et al.  Late-Twentieth-Century Simulation of Arctic Sea Ice and Ocean Properties in the CCSM4 , 2012 .

[179]  Marika M. Holland,et al.  Improved sea ice shortwave radiation physics in CCSM4: The impact of melt ponds and aerosols on Arctic Sea ice , 2012 .

[180]  Jeffrey R. Key,et al.  A cloudier Arctic expected with diminishing sea ice , 2012 .

[181]  Antonio Pflüger,et al.  Executive Summary. , 2012, Journal of the ICRU.

[182]  Wilco Hazeleger,et al.  Arctic winter warming amplified by the thermal inversion and consequent low infrared cooling to space , 2011 .

[183]  P. Räisänen,et al.  Origin of the Arctic warming in climate models , 2011 .

[184]  J. Harrington,et al.  The impact of microphysical parameters, ice nucleation mode, and habit growth on the ice/liquid partitioning in mixed-phase Arctic clouds , 2011 .

[185]  J. Kay,et al.  Coupling between Arctic feedbacks and changes in poleward energy transport , 2011 .

[186]  D. Pollard,et al.  On the Possible Link between Tropical Convection and the Northern Hemisphere Arctic Surface Air Temperature Change between 1958 and 2001 , 2011 .

[187]  Marika M. Holland,et al.  Inter‐annual to multi‐decadal Arctic sea ice extent trends in a warming world , 2011 .

[188]  Ron Kwok,et al.  Uncertainty in modeled Arctic sea ice volume , 2011 .

[189]  P. Forster,et al.  Spatial Patterns of Modeled Climate Feedback and Contributions to Temperature Response and Polar Amplification , 2011 .

[190]  Robert G. Ellingson,et al.  Seasonal Variations of Climate Feedbacks in the NCAR CCSM3 , 2011 .

[191]  W. Emery,et al.  Distribution and trends in Arctic sea ice age through spring 2011 , 2011 .

[192]  Robert G. Ellingson,et al.  Geographical Distribution of Climate Feedbacks in the NCAR CCSM3.0 , 2011 .

[193]  R. Barry,et al.  Processes and impacts of Arctic amplification: A research synthesis , 2011 .

[194]  M. Holland,et al.  Changes in Arctic clouds during intervals of rapid sea ice loss , 2011 .

[195]  William B. Rossow,et al.  Synoptically Driven Arctic Winter States , 2011 .

[196]  Reto Knutti,et al.  Ocean Heat Transport as a Cause for Model Uncertainty in Projected Arctic Warming , 2011 .

[197]  Thomas M. Marchitto,et al.  Enhanced Modern Heat Transfer to the Arctic by Warm Atlantic Water , 2011, Science.

[198]  David A. Robinson,et al.  Northern Hemisphere spring snow cover variability and change over 1922–2010 including an assessment of uncertainty , 2010 .

[199]  H. Treut,et al.  THE CALIPSO MISSION: A Global 3D View of Aerosols and Clouds , 2010 .

[200]  I. Simmonds,et al.  Increasing fall‐winter energy loss from the Arctic Ocean and its role in Arctic temperature amplification , 2010 .

[201]  Vladimir A. Alexeev,et al.  Role of Polar Amplification in Long-Term Surface Air Temperature Variations and Modern Arctic Warming , 2010 .

[202]  I. Simmonds,et al.  The central role of diminishing sea ice in recent Arctic temperature amplification , 2010, Nature.

[203]  Julienne C. Stroeve,et al.  The sea ice mass budget of the Arctic and its future change as simulated by coupled climate models , 2010 .

[204]  David M. Lawrence,et al.  The Seasonal Atmospheric Response to Projected Arctic Sea Ice Loss in the Late Twenty-First Century , 2010 .

[205]  J. Stroeve,et al.  Recent changes in Arctic sea ice melt onset, freezeup, and melt season length , 2009 .

[206]  Julien Boé,et al.  Atmospheric inversion strength over polar oceans in winter regulated by sea ice , 2009 .

[207]  Andrew Gettelman,et al.  Cloud influence on and response to seasonal Arctic sea ice loss , 2009 .

[208]  Ming Cai,et al.  Seasonality of polar surface warming amplification in climate simulations , 2009 .

[209]  M. Latif,et al.  Barents Sea inflow shutdown: A new mechanism for rapid climate changes , 2009 .

[210]  M. Cai,et al.  A new framework for isolating individual feedback processes in coupled general circulation climate models. Part I: formulation , 2009 .

[211]  Ming Cai,et al.  A new framework for isolating individual feedback processes in coupled general circulation climate models. Part II: Method demonstrations and comparisons , 2009 .

[212]  J. Brigham‐Grette,et al.  Arctic amplification: can the past constrain the future? , 2009 .

[213]  Sungsu Park,et al.  Intercomparison of model simulations of mixed‐phase clouds observed during the ARM Mixed‐Phase Arctic Cloud Experiment. I: single‐layer cloud , 2009 .

[214]  Minghuai Wang,et al.  Polar amplification in a coupled climate model with locked albedo , 2009 .

[215]  E. Bedel Relationship between , 2009 .

[216]  S. Vavrus,et al.  Simulations of 20th and 21st century Arctic cloud amount in the global climate models assessed in the IPCC AR4 , 2009 .

[217]  M. Holland,et al.  The emergence of surface-based Arctic amplification , 2008 .

[218]  V. Guemas,et al.  Simulation of the Atlantic meridional overturning circulation in an atmosphere-ocean global coupled model. Part II: weakening in a climate change experiment: a feedback mechanism , 2008 .

[219]  Karen M. Shell,et al.  Using the Radiative Kernel Technique to Calculate Climate Feedbacks in NCAR's Community Atmospheric Model , 2008 .

[220]  E. Källén,et al.  Vertical structure of recent Arctic warming , 2008, Nature.

[221]  M. Budyko The Effects of Changing the Solar Constant on the Climate of a General Circulation Model , 2008 .

[222]  K. A. Orvik,et al.  Volume and Heat Transports to the Arctic Ocean Via the Norwegian and Barents Seas , 2008 .

[223]  はやのん,et al.  What are the polar regions , 2008 .

[224]  I. Dmitrenko,et al.  Toward a warmer Arctic Ocean: Spreading of the early 21st century Atlantic Water warm anomaly along the Eurasian Basin margins , 2008 .

[225]  Lukas H. Meyer,et al.  Summary for Policymakers , 2022, The Ocean and Cryosphere in a Changing Climate.

[226]  Kathleen F. Jones,et al.  Increasing solar heating of the Arctic Ocean and adjacent seas, 1979–2005: Attribution and role in the ice‐albedo feedback , 2007 .

[227]  Son V. Nghiem,et al.  Rapid reduction of Arctic perennial sea ice , 2007 .

[228]  J. Dufresne,et al.  Causes and impacts of changes in the Arctic freshwater budget during the twentieth and twenty-first centuries in an AOGCM , 2007 .

[229]  Vladimir A. Alexeev,et al.  Polar amplification as a preferred response in an idealized aquaplanet GCM , 2007 .

[230]  B. Soden,et al.  An Assessment of Climate Feedbacks in Coupled Ocean–Atmosphere Models , 2006 .

[231]  Marika M. Holland,et al.  The Influence of Sea Ice on Ocean Heat Uptake in Response to Increasing CO2 , 2006 .

[232]  Yoko Tsushima,et al.  Importance of the mixed-phase cloud distribution in the control climate for assessing the response of clouds to carbon dioxide increase: a multi-model study , 2006 .

[233]  A. Hall,et al.  Using the current seasonal cycle to constrain snow albedo feedback in future climate change , 2006 .

[234]  M. Cai Dynamical greenhouse-plus feedback and polar warming amplification. Part I: A dry radiative-transportive climate model , 2006 .

[235]  J. Manners,et al.  A perspective. , 2006, Annals of cardiac anaesthesia.

[236]  M. Cai Dynamical amplification of polar warming , 2005 .

[237]  Isaac M. Held,et al.  The Gap between Simulation and Understanding in Climate Modeling , 2005 .

[238]  J. R. Bates,et al.  Polar amplification of surface warming on an aquaplanet in “ghost forcing” experiments without sea ice feedbacks , 2005 .

[239]  Ola M. Johannessen,et al.  The Early Twentieth-Century Warming in the Arctic—A Possible Mechanism , 2004 .

[240]  Anthony J. Broccoli,et al.  On the Use of Cloud Forcing to Estimate Cloud Feedback , 2004 .

[241]  E. Fahrbach,et al.  Arctic warming through the Fram Strait: Oceanic heat transport from 3 years of measurements , 2004 .

[242]  A. Hall The role of surface albedo feedback in climate , 2004 .

[243]  S. Vavrus The Impact of Cloud Feedbacks on Arctic Climate under Greenhouse Forcing , 2004 .

[244]  Neil Peacock,et al.  High interannual variability of sea ice thickness in the Arctic region , 2003, Nature.

[245]  M. Holland,et al.  Polar amplification of climate change in coupled models , 2003 .

[246]  Vladimir A Alexeev Sensitivity to CO2 doubling of an atmospheric GCM coupled to an oceanic mixed layer: a linear analysis , 2003 .

[247]  H. Goosse,et al.  Large sea-ice volume anomalies simulated in a coupled climate model , 2003 .

[248]  J. Curry,et al.  Surface Heat Budget of the Arctic Ocean , 2002 .

[249]  Frank Kauker,et al.  Arctic warming: Evolution and spreading of the 1990s warm event in the Nordic seas and the Arctic Ocean , 2003 .

[250]  K. Rodgers,et al.  A tropical mechanism for Northern Hemisphere deglaciation , 2001 .

[251]  Peter V. Hobbs,et al.  Ice particles in stratiform clouds in the Arctic and possible mechanisms for the production of high ice concentrations , 2001 .

[252]  D. Rothrock,et al.  Recent Changes in Arctic Sea Ice: The Interplay between Ice Dynamics and Thermodynamics , 2000 .

[253]  W. Collins,et al.  Response of the NCAR Climate System Model to Increased CO2 and the Role of Physical Processes , 2000 .

[254]  Vladimir F. Radionov,et al.  Snow Depth on Arctic Sea Ice , 1999 .

[255]  R. E. Moritz,et al.  Toward an Explanation of the Annual Cycle of Cloudiness over the Arctic Ocean , 1999 .

[256]  Judith A. Curry,et al.  Overview of Arctic Cloud and Radiation Characteristics , 1996 .

[257]  G. Meehl,et al.  High-latitude climate change in a global coupled ocean-atmosphere-sea ice model with increased atmospheric CO2 , 1996 .

[258]  Bryan A. Baum,et al.  Clouds and the Earth's Radiant Energy System (CERES) , 1995 .

[259]  David Rind,et al.  The role of sea ice in 2 x CO2 climate model sensitivity. Part 1: The total influence of sea ice thickness and extent , 1995 .

[260]  Jonathan D. W. Kahl,et al.  Low-Level Temperature Inversions of the Eurasian Arctic and Comparisons with Soviet Drifting Station Data , 1992 .

[261]  Hervé Le Treut,et al.  Cloud-radiation feedbacks in a general circulation model and their dependence on cloud modelling assumptions , 1992 .

[262]  K. Taylor,et al.  Interpretation of Snow-Climate Feedback as Produced by 17 General Circulation Models , 1991, Science.

[263]  Syukuro Manabe,et al.  Transient responses of a coupled ocean-atmosphere model to gradual changes of atmospheric CO2 , 1991 .

[264]  B. Ådlandsvik,et al.  A study of the climatic system in the Barents Sea , 1991 .

[265]  John F. B. Mitchell,et al.  Intercomparison and interpretation of climate feedback processes in 19 atmospheric general circulation models , 1990 .

[266]  J. Mitchell,et al.  C02 and climate: a missing feedback? , 1989, Nature.

[267]  Z. X. Li,et al.  Interpretation of Cloud-Climate Feedback as Produced by 14 Atmospheric General Circulation Models , 1989, Science.

[268]  John F. B. Mitchell,et al.  Modeling climate change: An assessment of sea ice and surface albedo feedbacks , 1989 .

[269]  Warren M. Washington,et al.  Climate sensitivity due to increased CO2: experiments with a coupled atmosphere and ocean general circulation model , 1989 .

[270]  Gerald L. Potter,et al.  A methodology for understanding and intercomparing atmospheric climate feedback processes in general circulation models , 1988 .

[271]  S. Manabe,et al.  Cloud Feedback Processes in a General Circulation Model , 1988 .

[272]  Cara Wilson,et al.  A doubled CO2 climate sensitivity experiment with a global climate model including a simple ocean , 1987 .

[273]  Robert E. Dickinson,et al.  Ice-albedo feedback in a CO2-doubling simulation , 1987 .

[274]  G. Meehl,et al.  General circulation model CO2 sensitivity experiments: Snow-sea ice albedo parameterizations and globally averaged surface air temperature , 1986 .

[275]  G. Meehl,et al.  Seasonal cycle experiment on the climate sensitivity due to a doubling of CO2 with an atmospheric general circulation model coupled to a simple mixed‐layer ocean model , 1984 .

[276]  B. Flannery Energy Balance Models Incorporating Transport of Thermal and Latent Energy , 1984 .

[277]  S. Manabe,et al.  Influence of Oceanic Heat Transport Upon the Sensitivity of a Model Climate , 1984 .

[278]  A. Robock Ice and Snow Feedbacks and the Latitudinal and Seasonal Distribution of Climate Sensitivity , 1983 .

[279]  K. Bryan,et al.  Transient Climate Response to Increasing Atmospheric Carbon Dioxide , 1982, Science.

[280]  Syukuro Manabe,et al.  Sensitivity of a global climate model to an increase of CO2 concentration in the atmosphere , 1980 .

[281]  W. Hibler A Dynamic Thermodynamic Sea Ice Model , 1979 .

[282]  V. Ramanathan Interactions between Ice-Albedo, Lapse-Rate and Cloud-Top Feedbacks: An Analysis of the Nonlinear Response of a GCM Climate Model , 1977 .

[283]  J. Coakley Feedbacks in Vertical-Column Energy Balance Models , 1977 .

[284]  S. Schneider,et al.  On the Carbon Dioxide-Climate Confusion. , 1975 .

[285]  G. North Theory of Energy-Balance Climate Models. , 1975 .

[286]  Syukuro Manabe,et al.  The Effects of Changing the Solar Constant on the Climate of a General Circulation Model , 1975 .

[287]  W. Broecker Climatic Change: Are We on the Brink of a Pronounced Global Warming? , 1975, Science.

[288]  S. Manabe,et al.  The Effects of Doubling the CO2 Concentration on the climate of a General Circulation Model , 1975 .

[289]  William D. Sellers,et al.  A Global Climatic Model Based on the Energy Balance of the Earth-Atmosphere System. , 1969 .

[290]  Syukuro Manabe,et al.  Thermal Equilibrium of the Atmosphere with a Given Distribution of Relative Humidity , 1967 .

[291]  S. Arrhenius “On the Infl uence of Carbonic Acid in the Air upon the Temperature of the Ground” (1896) , 2017, The Future of Nature.