Reconciling controversies about the ‘global warming hiatus’ (original) (raw)

References

  1. Carter, B. There IS a problem with global warming... it stopped in 1998. The Telegraphhttp://www.telegraph.co.uk/comment/personal-view/3624242/There-IS-a-problem-with-global-warming...-it-stopped-in-1998.html (2006)
  2. Brohan, P., Kennedy, J. J., Harris, I., Tett, S. F. B. & Jones, P. D. Uncertainty estimates in regional and global observed temperature changes: A new dataset from 1850. J. Geophys. Res. Atmos. 111, D12106 (2006)
    ADS Google Scholar
  3. Kerr, R. What happened to global warming? Scientists say just wait a bit. Science 326, 28–29 (2009)
    ADS CAS PubMed Google Scholar
  4. Easterling, D. R. & Wehner, M. F. Is the climate warming or cooling? Geophys. Res. Lett. 36, L08706 (2009)
    ADS Google Scholar
  5. Lean, J. L. & Rind, D. H. How will Earth’s surface temperature change in future decades? Geophys. Res. Lett. 36, L15708 (2009)
    ADS Google Scholar
  6. Knight, J. et al. Do global temperature trends over the last decade falsify climate predictions? Bull. Am. Meteorol. Soc. 90, 22–23 (2009)
    Google Scholar
  7. Hunt, B. G. The role of natural climatic variation in perturbing the observed global mean temperature trend. Clim. Dyn. 36, 509–521 (2011)
    Google Scholar
  8. Foster, G. & Rahmstorf, S. Global temperature evolution 1979–2010. Environ. Res. Lett. 6, 044022 (2011)
    ADS Google Scholar
  9. Meehl, G. A., Arblaster, J. M., Fasullo, J. T., Hu, A. & Trenberth, K. E. Model-based evidence of deep-ocean heat uptake during surface-temperature hiatus periods. Nat. Clim. Chang. 1, 360–364 (2011)
    ADS Google Scholar
  10. Kaufmann, R. K., Kauppi, H., Mann, M. L. & Stock, J. H. Reconciling anthropogenic climate change with observed temperature 1998–2008. Proc. Natl Acad. Sci. USA 108, 11790–11793 (2011)
    ADS CAS PubMed PubMed Central Google Scholar
  11. Cohen, J. L., Furtado, J. C., Barlow, M., Alexeev, V. A. & Cherry, J. E. Asymmetric seasonal temperature trends. Geophys. Res. Lett. 39, L04705 (2012)
    ADS Google Scholar
  12. Meehl, G. A. & Teng, H. Case studies for initialized decadal hindcasts and predictions for the Pacific region. Geophys. Res. Lett. 39, L22705 (2012)
    ADS Google Scholar
  13. Fyfe, J. C., Gillett, N. P. & Zwiers, F. W. Overestimated global warming over the past 20 years. Nat. Clim. Chang. 3, 767–769 (2013)
    ADS Google Scholar
  14. Smith, D. M. et al. Improved surface temperature prediction for the coming decade from a global climate model. Science 317, 796–799 (2007)
    ADS CAS PubMed Google Scholar
  15. Keenlyside, N. S., Latif, M., Jungclaus, J. H., Kornblueh, L. & Roeckner, E. Advancing decadal-scale climate prediction in the North Atlantic sector. Nature 453, 84–88 (2008)
    ADS CAS PubMed Google Scholar
  16. Mann, M. E. & Park, J. Global modes of surface temperature variability on interannual to century time scales. J. Geophys. Res. 99, 25819–25833 (1994)
    ADS Google Scholar
  17. Stouffer, R. J., Hegerl, G. & Tett, S. A comparison of surface air temperature variability in three 1000-yr coupled ocean-atmosphere model integrations. J. Clim. 13, 513–537 (2000)
    ADS Google Scholar
  18. Watts, R. G. & Morantine, M. C. Is the greenhouse gas-climate signal hiding in the deep ocean? Clim. Change 18, iii–vi (1991)
    Google Scholar
  19. Whitehouse, D. Met office says no warming before 2017: how did the media do? The Global Warming Policy Forumhttp://www.thegwpf.com/met-office-warming-2017-media-do/ (2013)
  20. Boykoff, M. T. Media discourse on the climate slowdown. Nat. Clim. Chang. 4, 156–158 (2014)
    ADS Google Scholar
  21. Showstack, R. White House climate action plan hotly debated in senate hearing. Eos Trans. 95, 34–35 (2014)
    ADS Google Scholar
  22. Hawkins, E., Edwards, T. & McNeall, D. Pause for thought. Nat. Clim. Chang. 4, 154–156 (2014)
    ADS Google Scholar
  23. Lewandowsky, S., Oreskes, N., Risbey, J. S., Newell, B. R. & Smithson, M. Seepage: Climate change denial and its effect on the scientific community. Glob. Environ. Change 33, 1–13 (2015)
    Google Scholar
  24. Lewandowsky, S., Risbey, J. S. & Oreskes, N. The ‘pause’ in global warming: turning a routine fluctuation into a problem for science. Bull. Am. Meteorol. Soc. 97, 723–733 (2016)
    ADS Google Scholar
  25. Fyfe, J. C. et al. Making sense of the early-2000s warming slowdown. Nat. Clim. Chang. 6, 224–228 (2016)
    ADS Google Scholar
  26. Flato, G. J. et al. in Climate Change 2013: The Physical Science Basis. Contribution of Working Group I to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change (eds Stocker, T. F. et al.) Ch. 9 (Cambridge Univ. Press, 2013)
  27. Trenberth, K. E. & Fasullo, J. T. An apparent hiatus in global warming? Earths Futur. 1, 19–32 (2013)
    ADS Google Scholar
  28. Huber, M. & Knutti, R. Natural variability, radiative forcing and climate response in the recent hiatus reconciled. Nat. Geosci. 7, 651–656 (2014)
    ADS CAS Google Scholar
  29. Schmidt, G. A., Shindell, D. T. & Tsigaridis, K. Reconciling warming trends. Nat. Geosci. 7, 158–160 (2014)
    ADS CAS Google Scholar
  30. Lewandowsky, S., Risbey, J. S. & Oreskes, N. On the definition and identifiability of the alleged ‘hiatus’ in global warming. Sci. Rep. 5, 16784 (2015)
    ADS CAS PubMed PubMed Central Google Scholar
  31. Yan, X.-H. et al. The global warming hiatus: slowdown or redistribution? Earths Futur. 4, 472–482 (2016)
    ADS CAS Google Scholar
  32. Hansen, J. et al. Global temperature change. Proc. Natl Acad. Sci. USA 103, 14288–14293 (2006)
    ADS CAS PubMed PubMed Central Google Scholar
  33. Trenberth, K. E., Fasullo, J. T., Branstator, G. & Phillips, A. S. Seasonal aspects of the recent pause in surface warming. Nat. Clim. Chang. 4, 911–916 (2014)
    ADS Google Scholar
  34. Knutti, R., Rogelj, J., Sedlácˇek, J. & Fischer, E. M. A scientific critique of the two-degree climate change target. Nat. Geosci. 9, 13–18 (2015)
    ADS Google Scholar
  35. Cowtan, K. & Way, R. G. Coverage bias in the HadCRUT4 temperature series and its impact on recent temperature trends. Q. J. R. Meteorol. Soc. 140, 1935–1944 (2014)
    ADS Google Scholar
  36. Karl, T. R. et al. Possible artifacts of data biases in the recent global surface warming hiatus. Science 348, 1469–1472 (2015)
    ADS CAS PubMed Google Scholar
  37. Rajaratnam, B., Romano, J., Tsiang, M. & Diffenbaugh, N. S. Debunking the climate hiatus. Clim. Change 133, 129–140 (2015)
    ADS Google Scholar
  38. Hansen, J., Ruedy, R., Sato, M. & Lo, K. Global surface temperature change. Rev. Geophys. 48, RG4004 (2010)
    ADS Google Scholar
  39. Cahill, N., Rahmstorf, S. & Parnell, A. C. Change points of global temperature. Environ. Res. Lett. 10, 084002 (2015)
    ADS Google Scholar
  40. Lin, M. & Huybers, P. Revisiting whether recent surface temperature trends agree with the CMIP5 ensemble. J. Clim. 29, 8673–8687 (2016)
    ADS Google Scholar
  41. Foster, G. & Abraham, J. Lack of evidence for a slowdown in global temperature. US Clivar Var. 13, 6–9 (2015)
    Google Scholar
  42. Ying, L., Shen, Z. & Piao, S. The recent hiatus in global warming of the land surface: scale-dependent breakpoint occurrences in space and time. Geophys. Res. Lett. 42, 6471–6478 (2015)
    ADS Google Scholar
  43. Risbey, J. S. et al. Well-estimated global surface warming in climate projections selected for ENSO phase. Nat. Clim. Chang. 4, 835–840 (2014)
    ADS Google Scholar
  44. Palmer, M. D., McNeall, D. J. & Dunstone, N. J. Importance of the deep ocean for estimating decadal changes in Earth’s radiation balance. Geophys. Res. Lett. 38, L12707 (2011)
    Google Scholar
  45. Knight, J. R., Allan, R. J., Folland, C. K., Vellinga, M. & Mann, M. E. A signature of persistent natural thermohaline circulation cycles in observed climate. Geophys. Res. Lett. 32, L20708 (2005)
    ADS Google Scholar
  46. Mantua, N. J., Hare, S. R., Zhang, Y., Wallace, J. M. & Francis, R. C. A Pacific interdecadal climate oscillation with impacts on salmon production. Bull. Am. Meteorol. Soc. 78, 1069–1079 (1997)
    ADS Google Scholar
  47. Balmaseda, M. A., Trenberth, K. E. & Källén, E. Distinctive climate signals in reanalysis of global ocean heat content. Geophys. Res. Lett. 40, 1754–1759 (2013)
    ADS Google Scholar
  48. Trenberth, K. E., Caron, J. M., Stepaniak, D. P. & Worley, S. Evolution of El Niño–Southern Oscillation and global atmospheric surface temperatures. J. Geophys. Res. 107, 4065 (2002)
    Google Scholar
  49. von Schuckmann, K. et al. An imperative to monitor Earth’s energy imbalance. Nat. Clim. Chang. 6, 138–144 (2016)
    ADS Google Scholar
  50. Palmer, M. D. & McNeall, D. J. Internal variability of Earth’s energy budget simulated by CMIP5 climate models. Environ. Res. Lett. 9, 034016 (2014)
    ADS Google Scholar
  51. Trenberth, K. E. & Stepaniak, D. P. The flow of energy through the Earth’s climate system. Q. J. R. Meteorol. Soc. 130, 2677–2701 (2004)
    ADS Google Scholar
  52. Cazenave, A. et al. Sea level budget over 2003–2008. A reevaluation from GRACE space gravimetry, satellite altimetry and ARGO. Global Planet. Change 65, 83–88 (2009)
    ADS Google Scholar
  53. Levitus, S. et al. World ocean heat content and thermosteric sea level change (0–2000 m), 1955–2010. Geophys. Res. Lett. 39, L10603 (2012)
    ADS Google Scholar
  54. Abraham, J. P. et al. A review of global ocean temperature observations: implications for ocean heat content estimates and climate change. Rev. Geophys. 51, 450–483 (2013)
    ADS Google Scholar
  55. Llovel, W., Willis, J. K., Landerer, F. W. & Fukumori, I. Deep-ocean contribution to sea level and energy budget not detectable over the past decade. Nat. Clim. Chang. 4, 1031–1035 (2014)
    ADS Google Scholar
  56. Trenberth, K. E., Fasullo, J. T. & Balmaseda, M. A. Earth’s energy imbalance. J. Clim. 27, 3129–3144 (2014)
    ADS Google Scholar
  57. Peyser, C. E., Yin, J., Landerer, F. W. & Cole, J. E. Pacific sea level rise patterns and global surface temperature variability. Geophys. Res. Lett. 43, 8662–8669 (2016)
    ADS Google Scholar
  58. Bindoff, N. L . et al. in Climate Change 2007: The Physical Science Basis. Contribution of Working Group I to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change (eds Solomon, S. et al.) Ch. 5 (Cambridge Univ. Press, 2007)
  59. Gleckler, P. J., Durack, P. J., Stouffer, R. J., Johnson, G. C. & Forest, C. E. Industrial-era global ocean heat uptake doubles in recent decades. Nat. Clim. Chang. 6, 394–398 (2016)
    ADS Google Scholar
  60. Dai, A., Fyfe, J. C., Xie, S.-P. & Dai, X. Decadal modulation of global surface temperature by internal climate variability. Nat. Clim. Chang. 5, 555–559 (2015)
    ADS Google Scholar
  61. Kosaka, Y. & Xie, S.-P. Recent global-warming hiatus tied to equatorial Pacific surface cooling. Nature 501, 403–407 (2013)
    ADS CAS PubMed Google Scholar
  62. England, M. H. et al. Recent intensification of wind-driven circulation in the Pacific and the ongoing warming hiatus. Nat. Clim. Chang. 4, 222–227 (2014)
    ADS Google Scholar
  63. Dong, L. & Zhou, T. The formation of the recent cooling in the eastern tropical Pacific Ocean and the associated climate impacts: a competition of global warming, IPO, and AMO. J. Geophys. Res. Atmos. 119, 11272–11287 (2014)
    ADS Google Scholar
  64. Mann, M. E., Steinman, B. A. & Miller, S. K. On forced temperature changes, internal variability, and the AMO. Geophys. Res. Lett. 41, 3211–3219 (2014)
    ADS Google Scholar
  65. Yao, S.-L., Huang, G., Wu, R.-G. & Qu, X. The global warming hiatus — a natural product of interactions of a secular warming trend and a multi-decadal oscillation. Theor. Appl. Climatol. 123, 349–360 (2016)
    ADS Google Scholar
  66. Roberts, C. D., Palmer, M. D., McNeall, D. & Collins, M. Quantifying the likelihood of a continued hiatus in global warming. Nat. Clim. Chang. 5, 337–342 (2015)
    ADS Google Scholar
  67. Knutson, T. R., Zhang, R. & Horowitz, L. W. Prospects for a prolonged slowdown in global warming in the early 21st century. Nat. Commun. 7, 13676 (2016)
    ADS CAS PubMed PubMed Central Google Scholar
  68. Li, J., Sun, C. & Jin, F. F. NAO implicated as a predictor of Northern Hemisphere mean temperature multidecadal variability. Geophys. Res. Lett. 40, 5497–5502 (2013)
    ADS Google Scholar
  69. Robson, J., Ortega, P. & Sutton, R. A reversal of climatic trends in the North Atlantic since 2005. Nat. Geosci. 9, 513–517 (2016)
    ADS CAS Google Scholar
  70. Delworth, T. L., Zeng, F., Rosati, A., Vecchi, G. A. & Wittenberg, A. T. A link between the hiatus in global warming and North American drought. J. Clim. 28, 3834–3845 (2015)
    ADS Google Scholar
  71. Chen, X. & Tung, K.-K. Varying planetary heat sink led to global-warming slowdown and acceleration. Science 345, 897–903 (2014)
    ADS CAS PubMed Google Scholar
  72. Thoma, M., Greatbatch, R. J., Kadow, C. & Gerdes, R. Decadal hindcasts initialized using observed surface wind stress: evaluation and prediction out to 2024. Geophys. Res. Lett. 42, 6454–6461 (2015)
    ADS Google Scholar
  73. Douville, H., Voldoire, A. & Geoffroy, O. The recent global warming hiatus: what is the role of Pacific variability? Geophys. Res. Lett. 42, 880–888 (2015)
    ADS Google Scholar
  74. Knutti, R. & Rugenstein, M. A. A. Feedbacks, climate sensitivity and the limits of linear models. Philos. Trans. R. Soc. A 373, 20150146 (2015)
    ADS Google Scholar
  75. Knutti, R. & Hegerl, G. C. The equilibrium sensitivity of the Earth’s temperature to radiation changes. Nat. Geosci. 1, 735–743 (2008)
    ADS CAS Google Scholar
  76. Baumberger, C., Knutti, R. & Hirsch Hadorn, G. Building confidence in climate model projections: an analysis of inferences from fit. Wiley Interdiscip. Rev. Clim. Chang. http://dx.doi.org/10.1002/wcc.454 (2017)
  77. Santer, B. D. et al. Volcanic contribution to decadal changes in tropospheric temperature. Nat. Geosci. 7, 185–189 (2014)
    ADS CAS Google Scholar
  78. Santer, B. D. et al. Observed multivariable signals of late 20th and early 21st century volcanic activity. Geophys. Res. Lett. 42, 500–509 (2015)
    ADS Google Scholar
  79. Maher, N., Sen Gupta, A. & England, M. H. Drivers of decadal hiatus periods in the 20th and 21st centuries. Geophys. Res. Lett. 41, 5978–5986 (2014)
    ADS Google Scholar
  80. Medhaug, I. & Drange, H. Global and regional surface cooling in a warming climate: a multi-model analysis. Clim. Dyn. 46, 3899–3920 (2016)
    Google Scholar
  81. Laepple, T. & Huybers, P. Global and regional variability in marine surface temperatures. Geophys. Res. Lett. 41, 2528–2534 (2014)
    ADS Google Scholar
  82. Meehl, G. A., Teng, H. & Arblaster, J. M. Climate model simulations of the observed early-2000s hiatus of global warming. Nat. Clim. Chang. 4, 898–902 (2014)
    ADS Google Scholar
  83. Meehl, G. A., Hu, A., Santer, B. D. & Xie, S.-P. Contribution of the Interdecadal Pacific Oscillation to twentieth-century global surface temperature trends. Nat. Clim. Chang. 6, 1005–1008 (2016)
    ADS Google Scholar
  84. Cowtan, K. et al. Robust comparison of climate models with observations using blended land air and ocean sea surface temperatures. Geophys. Res. Lett. 42, 6526–6534 (2015)
    ADS Google Scholar
  85. Hansen, J., Sato, M., Kharecha, P. & Von Schuckmann, K. Earth’s energy imbalance and implications. Atmos. Chem. Phys. 11, 13421–13449 (2011)
    ADS CAS Google Scholar
  86. De Saedeleer, B. Climatic irregular staircases: generalized acceleration of global warming. Sci. Rep. 6, 19881 (2016)
    ADS CAS PubMed PubMed Central Google Scholar
  87. Kellogg, W. W. An apparent moratorium on the greenhouse warming due to the deep ocean. Clim. Change 25, 85–88 (1993)
    ADS Google Scholar
  88. Watts, R. G. & Morantine, M. C. Is the greenhouse gas-climate signal hiding in the deep ocean? Re-addressing the issue. Clim. Change 25, 89–90 (1993)
    ADS Google Scholar
  89. Rossby, C.-G. in The Atmosphere and the Sea in Motion: Scientific Contributions to the Rossby Memorial Volume (ed. Bolin, B. ) 9–50 (The Rockefeller Institute Press, Oxford Univ, Press, 1959)
  90. Broecker, W. S., Peteet, D. M. & Rind, D. Does the ocean-atmosphere system have more than one stable mode of operation? Nature 315, 21–26 (1985)
    ADS CAS Google Scholar
  91. Wild, M. Global dimming and brightening: a review. J. Geophys. Res. 114, D00D16 (2009)
    ADS Google Scholar
  92. Lyman, J. M. et al. Robust warming of the global upper ocean. Nature 465, 334–337 (2010)
    ADS CAS PubMed Google Scholar
  93. Levitus, S. et al. Global ocean heat content 1955–2008 in light of recently revealed instrumentation problems. Geophys. Res. Lett. 36, L07608 (2009)
    ADS Google Scholar
  94. Fischer, E. M. & Knutti, R. Observed heavy precipitation increase confirms theory and early models. Nat. Clim. Chang. 6, 986–991 (2016)
    ADS Google Scholar
  95. Hawkins, E. & Sutton, R. The potential to narrow uncertainty in regional climate predictions. Bull. Am. Meteorol. Soc. 90, 1095–1107 (2009)
    ADS Google Scholar
  96. Deser, C., Knutti, R., Solomon, S. & Phillips, A. S. Communication of the role of natural variability in future North American climate. Nat. Clim. Chang. 2, 775–779 (2012)
    ADS Google Scholar
  97. Meehl, G. A. et al. Decadal climate prediction an update from the trenches. Bull. Am. Meteorol. Soc. 95, 243–267 (2014)
    ADS Google Scholar
  98. England, M. H., Kajtar, J. B. & Maher, N. Robust warming projections despite the recent hiatus. Nat. Clim. Chang. 5, 394–396 (2015)
    ADS Google Scholar
  99. Peterson, T. C. et al. Homogeneity adjustments of in situ atmospheric climate data: a review. Int. J. Climatol. 18, 1493–1517 (1998)
    Google Scholar
  100. Parker, D. E. Urban heat island effects on estimates of observed climate change. Wiley Interdiscip. Rev. Clim. Chang. 1, 123–133 (2010)
    Google Scholar
  101. Thompson, D. W. J., Kennedy, J. J., Wallace, J. M. & Jones, P. D. A large discontinuity in the mid-twentieth century in observed global-mean surface temperature. Nature 453, 646–649 (2008)
    ADS CAS PubMed Google Scholar
  102. Kent, E. C., Kennedy, J. J., Berry, D. I. & Smith, R. O. Effects of instrumentation changes on sea surface temperature measured in situ. Wiley Interdiscip. Rev. Clim. Chang. 1, 718–728 (2010)
    Google Scholar
  103. Morice, C. P., Kennedy, J. J., Rayner, N. A. & Jones, P. D. Quantifying uncertainties in global and regional temperature change using an ensemble of observational estimates: the HadCRUT4 dataset. J. Geophys. Res. Atmos. 117, D8101 (2012)
    ADS Google Scholar
  104. Rohde, R. et al. A new estimate of the average Earth surface land temperature spanning 1753 to 2011. Geoinfor. Geostat. An Overview 1, http://dx.doi.org/10.4172/2327-4581.1000101 (2013)
  105. Saffioti, C., Fischer, E. M. & Knutti, R. Contributions of atmospheric circulation variability and data coverage bias to the warming hiatus. Geophys. Res. Lett. 42, 2385–2391 (2015)
    ADS Google Scholar
  106. Huang, B. et al. Extended reconstructed sea surface temperature version 4 (ERSST.v4). Part I: upgrades and intercomparisons. J. Clim. 28, 911–930 (2015)
    ADS Google Scholar
  107. Huang, B. et al. Further exploring and quantifying uncertainties for extended reconstructed sea surface temperature (ERSST) version 4 (v4). J. Clim. 29, 3119–3142 (2016)
    ADS Google Scholar
  108. Kent, E. C. et al. Global analysis of night marine air temperature and its uncertainty since 1880: the HadNMAT2 dataset. J. Geophys. Res. Atmos. 118, 1281–1298 (2013)
    ADS Google Scholar
  109. Kennedy, J. J., Rayner, N. A., Smith, R. O., Parker, D. E. & Saunby, M. Reassessing biases and other uncertainties in sea surface temperature observations measured in situ since 1850: 1. Measurement and sampling uncertainties. J. Geophys. Res. 116, D14103 (2011)
    ADS Google Scholar
  110. Kennedy, J. J., Rayner, N. A., Smith, R. O., Parker, D. E. & Saunby, M. Reassessing biases and other uncertainties in sea surface temperature observations measured in situ since 1850: 2. Biases and homogenization. J. Geophys. Res. Atmos. 116, D14104 (2011)
    ADS Google Scholar
  111. Kent, E. C. et al. A call for new approaches to quantifying biases in observations of sea-surface temperature. Bull. Am. Meteorol. Soc. (2017). 10.1175/BAMS-D-15-00251.1
  112. Charney, J. G. et al. Carbon Dioxide and Climate: A Scientific Assessment. (National Academy of Sciences, 1979)
  113. Wigley, T. M. L. & Raper, S. C. B. Natural variability of the climate system and detection of the greenhouse effect. Nature 344, 324–327 (1990)
    ADS Google Scholar
  114. Hartmann, D. L. et al. in Climate Change 2013 (eds Stocker, T. F. et al.) 159–254 (Cambridge Univ. Press, 2013)
  115. Marotzke, J. & Forster, P. M. Forcing, feedback and internal variability in global temperature trends. Nature 517, 565–570 (2015)
    ADS CAS PubMed Google Scholar
  116. Santer, B. D. et al. Separating signal and noise in atmospheric temperature changes: The importance of timescale. J. Geophys. Res. 116, D22105 (2011)
    ADS Google Scholar
  117. Bala, G. Why the hiatus in global warming in the last decade? Curr. Sci. 105, 1031–1032 (2013)
    Google Scholar
  118. Brown, P. T., Li, W., Cordero, E. C. & Mauget, S. A. Comparing the model-simulated global warming signal to observations using empirical estimates of unforced noise. Sci. Rep. 5, 9957 (2015)
    ADS CAS PubMed PubMed Central Google Scholar
  119. Middlemas, E. A. & Clement, A. C. Spatial patterns and frequency of unforced decadal-scale changes in global mean surface temperature in climate models. J. Clim. 29, 6245–6257 (2016)
    ADS Google Scholar
  120. Schurer, A. P., Hegerl, G. C. & Obrochta, S. P. Determining the likelihood of pauses and surges in global warming. Geophys. Res. Lett. 42, 5974–5982 (2015)
    ADS Google Scholar
  121. Sévellec, F., Sinha, B. & Skliris, N. The rogue nature of hiatuses in a global warming climate. Geophys. Res. Lett. 43, 8169–8177 (2016)
    ADS Google Scholar
  122. Johansson, D. J. A., O’Neill, B. C., Tebaldi, C. & Häggström, O. Equilibrium climate sensitivity in light of observations over the warming hiatus. Nat. Clim. Chang. 5, 449–453 (2015)
    ADS CAS Google Scholar
  123. Newman, M. et al. The Pacific Decadal Oscillation, revisited. J. Clim. 29, 4399–4427 (2016)
    ADS Google Scholar
  124. Henley, B. J. et al. A tripole index for the Interdecadal Pacific Oscillation. Clim. Dyn. 45, 3077–3090 (2015)
    Google Scholar
  125. Deser, C., Alexander, M. A., Xie, S.-P. & Phillips, A. S. Sea surface temperature variability: patterns and mechanisms. Annu. Rev. Mar. Sci. 2, 115–143 (2010)
    ADS Google Scholar
  126. Bjerknes, J. in Advances in Geophysics (eds Landsberg, H. E. & van Mieghem, J. ) 1–82 (Publisher Academic Press, 1964)
  127. Mann, M. E., Bradley, R. S. & Hughes, M. O. Global-scale temperature patterns and climate forcing over the past six centuries. Nature 392, 779–787 (1998)
    ADS CAS Google Scholar
  128. Delworth, T. & Mann, M. E. Observed and simulated multi decadal variability in the Northern Hemisphere. Clim. Dyn. 16, 661–676 (2000)
    Google Scholar
  129. Gray, S. T., Graumlich, L. J., Betancourt, J. L. & Pederson, G. T. A tree-ring based reconstruction of the Atlantic Multidecadal Oscillation since 1567 A.D. Geophys. Res. Lett. 31, L12205 (2004)
    ADS Google Scholar
  130. Saenger, C., Cohen, A. L., Oppo, D. W., Halley, R. B. & Carilli, J. E. Surface-temperature trends and variability in the low-latitude North Atlantic since 1552. Nat. Geosci. 2, 492–495 (2009)
    ADS CAS Google Scholar
  131. Otterå, O. H., Bentsen, M., Drange, H. & Suo, L. External forcing as a metronome for Atlantic multidecadal variability. Nat. Geosci. 3, 688–694 (2010)
    ADS Google Scholar
  132. Knudsen, M. F., Jacobsen, B. H., Seidenkrantz, M.-S. & Olsen, J. Evidence for external forcing of the Atlantic Multidecadal Oscillation since termination of the Little Ice Age. Nat. Commun. 5, 1–8 (2014)
    Google Scholar
  133. Booth, B. B. B., Dunstone, N. J., Halloran, P. R., Andrews, T. & Bellouin, N. Aerosols implicated as a prime driver of twentieth-century North Atlantic climate variability. Nature 484, 228–232 (2012)
    ADS CAS PubMed Google Scholar
  134. Zhang, R. et al. Have aerosols caused the observed Atlantic Multidecadal Variability? J. Atmos. Sci. 70, 1135–1144 (2013)
    ADS Google Scholar
  135. Sutton, R. T. & Hodson, D. L. R. Atlantic Ocean forcing of North American and European summer climate. Science 309, 115–118 (2005)
    ADS CAS PubMed Google Scholar
  136. Enfield, D. B., Mestas-Nuñez, A. M. & Trimble, P. J. The Atlantic multidecadal oscillation and its relation to rainfall and river flows in the continental U.S. Geophys. Res. Lett. 28, 2077–2080 (2001)
    ADS Google Scholar
  137. Steinman, B. A., Mann, M. E. & Miller, S. K. Atlantic and Pacific multidecadal oscillations and Northern Hemisphere temperatures. Science 347, 988–991 (2015)
    ADS MathSciNet CAS PubMed MATH Google Scholar
  138. Frankcombe, L. M., England, M. H., Mann, M. E. & Steinman, B. A. Separating internal variability from the externally forced climate response. J. Clim. 28, 8184–8202 (2015)
    ADS Google Scholar
  139. Marshall, J. et al. North Atlantic climate variability: phenomena, impacts and mechanisms. Int. J. Climatol. 21, 1863–1898 (2001)
    Google Scholar
  140. Buckley, M. W. & Marshall, J. Observations, inferences, and mechanisms of the Atlantic Meridional Overturning Circulation: a review. Rev. Geophys. 54, 5–63 (2016)
    ADS Google Scholar
  141. Medhaug, I. & Furevik, T. North Atlantic 20th century multidecadal variability in coupled climate models: sea surface temperature and ocean overturning circulation. Ocean Sci. 7, 389–404 (2011)
    ADS Google Scholar
  142. Zhang, L. & Wang, C. Multidecadal North Atlantic sea surface temperature and Atlantic Meridional Overturning Circulation variability in CMIP5 historical simulations. J. Geophys. Res. Oceans 118, 5772–5791 (2013)
    ADS Google Scholar
  143. Tandon, N. F. & Kushner, P. J. Does external forcing interfere with the AMOC’s influence on North Atlantic sea surface temperature? J. Clim. 28, 6309–6323 (2015)
    ADS Google Scholar
  144. Knutti, R. & Stocker, T. F. Influence of the thermohaline circulation on projected sea level rise. J. Clim. 13, 1997–2001 (2000)
    ADS Google Scholar
  145. Lockwood, M. Recent changes in solar outputs and the global mean surface temperature. III. Analysis of contributions to global mean air surface temperature rise. Proc. R. Soc. A. 464, 1387–1404 (2008)
    ADS Google Scholar
  146. Lockwood, M. Solar change and climate: an update in the light of the current exceptional solar minimum. Proc. R. Soc. A. 466, 303–329 (2010)
    ADS Google Scholar
  147. Hathaway, D. H. The solar cycle. Living Rev. Sol. Phys. 12, 4 (2015)
    ADS PubMed PubMed Central Google Scholar
  148. Regayre, L. A. et al. Uncertainty in the magnitude of aerosol-cloud radiative forcing over recent decades. Geophys. Res. Lett. 41, 9040–9049 (2014)
    ADS Google Scholar
  149. Gettelman, A., Shindell, D. T. & Lamarque, J. F. Impact of aerosol radiative effects on 2000–2010 surface temperatures. Clim. Dyn. 45, 2165–2179 (2015)
    Google Scholar
  150. Outten, S., Thorne, P., Bethke, I. & Seland, Ø. Investigating the recent apparent hiatus in surface temperature increases: 1. Construction of two 30-member Earth System Model ensembles. J. Geophys. Res. Atmos. 120, 8575–8596 (2015)
    ADS Google Scholar
  151. Thorne, P., Outten, S., Bethke, I. & Seland, Ø. Investigating the recent apparent hiatus in surface temperature increases: 2. Comparison of model ensembles to observational estimates. J. Geophys. Res. Atmos. 120, 8597–8620 (2015)
    ADS Google Scholar
  152. Kühn, T. et al. Climate impacts of changing aerosol emissions since 1996. Geophys. Res. Lett. 41, 4711–4718 (2014)
    ADS Google Scholar
  153. Zhou, C., Zelinka, M. D. & Klein, S. A. Impact of decadal cloud variations on the Earth’s energy budget. Nat. Geosci. 9, 871–874 (2016)
    ADS CAS Google Scholar
  154. Dessler, A. E. Cloud variations and the Earth’s energy budget. Geophys. Res. Lett. 38, L19701 (2011)
    ADS Google Scholar
  155. Myhre, G. et al. Multi-model simulations of aerosol and ozone radiative forcing due to anthropogenic emission changes during the period 1990–2015. Atmos. Chem. Phys. 17, 2709–2720 (2017)
    ADS CAS Google Scholar
  156. Hofmann, D., Barnes, J., O’Neill, M., Trudeau, M. & Neely, R. Increase in background stratospheric aerosol observed with lidar at Mauna Loa Observatory and Boulder, Colorado. Geophys. Res. Lett. 36, L15808 (2009)
    ADS Google Scholar
  157. Vernier, J.-P. et al. Major influence of tropical volcanic eruptions on the stratospheric aerosol layer during the last decade. Geophys. Res. Lett. 38, L12807 (2011)
    ADS Google Scholar
  158. Brühl, C., Lelieveld, J., Tost, H., Höpfner, M. & Glatthor, N. Stratospheric sulfur and its implications for radiative forcing simulated by the chemistry climate model EMAC. J. Geophys. Res. Atmos. 120, 2103–2118 (2015)
    ADS PubMed PubMed Central Google Scholar
  159. Andersson, S. M. et al. Significant radiative impact of volcanic aerosol in the lowermost stratosphere. Nat. Commun. 6, 7692 (2015)
    ADS PubMed Google Scholar
  160. Solomon, S. et al. The persistently variable ‘background’ stratospheric aerosol layer and global climate change. Science 333, 866–870 (2011)
    ADS CAS PubMed Google Scholar
  161. Fyfe, J. C., von Salzen, K., Cole, J. N. S., Gillett, N. P. & Vernier, J.-P. Surface response to stratospheric aerosol changes in a coupled atmosphere-ocean model. Geophys. Res. Lett. 40, 584–588 (2013)
    ADS Google Scholar
  162. Haywood, J. M., Jones, A. & Jones, G. S. The impact of volcanic eruptions in the period 2000-2013 on global mean temperature trends evaluated in the HadGEM2-ES climate model. Atmos. Sci. Lett. 15, 92–96 (2014)
    Google Scholar
  163. Ridley, D. A. et al. Total volcanic stratospheric aerosol optical depths and implications for global climate change. Geophys. Res. Lett. 41, 7763–7769 (2014)
    ADS CAS Google Scholar
  164. Solomon, S. et al. Contributions of stratospheric water vapor to decadal changes in the rate of global warming. Science 327, 1219–1223 (2010)
    ADS CAS PubMed Google Scholar
  165. Wang, Y. et al. The linkage between stratospheric water vapor and surface temperature in an observation-constrained coupled general circulation model. Clim. Dyn. 48, 2671–2683 (2017)
    Google Scholar
  166. Dessler, A. E., Schoeberl, M. R., Wang, T., Davis, S. M. & Rosenlof, K. H. Stratospheric water vapor feedback. Proc. Natl Acad. Sci. USA 110, 18087–18091 (2013)
    ADS CAS PubMed PubMed Central Google Scholar
  167. Gilford, D. M., Solomon, S. & Portmann, R. W. Radiative impacts of the 2011 abrupt drops in water vapor and ozone in the tropical tropopause layer. J. Clim. 29, 595–612 (2016)
    ADS Google Scholar
  168. Gillett, N. P., Arora, V. K., Flato, G. M., Scinocca, J. F. & von Salzen, K. Improved constraints on 21st-century warming derived using 160 years of temperature observations. Geophys. Res. Lett. 39, L01704 (2012)
    ADS Google Scholar
  169. Otto, A. et al. Energy budget constraints on climate response. Nat. Geosci. 6, 415–416 (2013)
    ADS CAS Google Scholar
  170. Stott, P., Good, P., Jones, G., Gillett, N. & Hawkins, E. The upper end of climate model temperature projections is inconsistent with past warming. Environ. Res. Lett. 8, 014024 (2013)
    ADS Google Scholar
  171. Lewis, N. & Curry, J. A. The implications for climate sensitivity of AR5 forcing and heat uptake estimates. Clim. Dyn. 45, 1009–1023 (2015)
    Google Scholar
  172. Gregory, J. M., Andrews, T. & Good, P. The inconstancy of the transient climate response parameter under increasing CO2 . Philos. Trans. R. Soc. A 373, 20140417 (2015)
    ADS Google Scholar
  173. Shindell, D. T. Inhomogeneous forcing and transient climate sensitivity. Nat. Clim. Chang. 4, 274–277 (2014)
    ADS CAS Google Scholar
  174. Kummer, J. R. & Dessler, A. E. The impact of forcing efficacy on the equilibrium climate sensitivity. Geophys. Res. Lett. 41, 3565–3568 (2014)
    ADS Google Scholar
  175. Armour, K. C. Climate sensitivity on the rise. Nat. Clim. Chang. 6, 896–897 (2016)
    ADS Google Scholar
  176. Richardson, M., Cowtan, K., Hawkins, E. & Stolpe, M. B. Reconciled climate response estimates from climate models and the energy budget of Earth. Nat. Clim. Chang. 6, 931–935 (2016)
    ADS Google Scholar
  177. Hansen, J. et al. Earth’s energy imbalance: confirmation and implications. Science 308, 1431–1435 (2005)
    ADS CAS PubMed Google Scholar
  178. Marvel, K., Schmidt, G. A., Miller, R. L. & Nazarenko, L. S. Implications for climate sensitivity from the response to individual forcings. Nat. Clim. Chang. 6, 386–389 (2016)
    ADS Google Scholar
  179. Storelvmo, T., Leirvik, T., Lohmann, U., Phillips, P. C. B. & Wild, M. Disentangling greenhouse warming and aerosol cooling to reveal Earth’s climate sensitivity. Nat. Geosci. 9, 286–289 (2016)
    ADS CAS Google Scholar
  180. Winton, M., Takahashi, K. & Held, I. M. Importance of ocean heat uptake efficacy to transient climate change. J. Clim. 23, 2333–2344 (2010)
    ADS Google Scholar
  181. Armour, K. C., Bitz, C. M. & Roe, G. H. Time-varying climate sensitivity from regional feedbacks. J. Clim. 26, 4518–4534 (2013)
    ADS Google Scholar
  182. Watanabe, M. et al. Strengthening of ocean heat uptake efficiency associated with the recent climate hiatus. Geophys. Res. Lett. 40, 3175–3179 (2013)
    ADS Google Scholar
  183. Rose, B. E. J., Armour, K. C., Battisti, D. S., Feldl, N. & Koll, D. D. B. The dependence of transient climate sensitivity and radiative feedbacks on the spatial pattern of ocean heat uptake. Geophys. Res. Lett. 41, 1071–1078 (2014)
    ADS Google Scholar
  184. Amaya, D. J., Xie, S.-P., Miller, A. J. & Mcphaden, M. J. Seasonality of tropical Pacific decadal trends associated with the 21st century global warming hiatus. J. Geophys. Res. Oceans 120, 6782–6798 (2015)
    ADS Google Scholar
  185. Zhou, C. & Wang, K. Spatiotemporal divergence of the warming hiatus over land based on different definitions of mean temperature. Sci. Rep. 6, 31789 (2016)
    ADS CAS PubMed PubMed Central Google Scholar
  186. Garfinkel, C. I., Son, S., Song, K., Aquila, V. & Oman, L. D. Stratospheric variability contributed to and sustained the recent hiatus in Eurasian winter warming. Geophys. Res. Lett. 43, 374–382 (2016)
    Google Scholar
  187. Li, C., Stevens, B. & Marotzke, J. Eurasian winter cooling in the warming hiatus of 1998-2012. Geophys. Res. Lett. 42, 8131–8139 (2015)
    ADS Google Scholar
  188. Robeson, S. M., Willmott, C. J. & Jones, P. D. Trends in hemispheric warm and cold anomalies. Geophys. Res. Lett. 41, 9065–9071 (2014)
    ADS Google Scholar
  189. Watanabe, M. et al. Contribution of natural decadal variability to global warming acceleration and hiatus. Nat. Clim. Chang. 4, 893–897 (2014)
    ADS Google Scholar
  190. de Boisséson, E., Balmaseda, M. A., Abdalla, S., Källén, E. & Janssen, P. A. E. M. How robust is the recent strengthening of the tropical Pacific trade winds? Geophys. Res. Lett. 41, 4398–4405 (2014)
    ADS Google Scholar
  191. Kociuba, G. & Power, S. B. Inability of CMIP5 models to simulate recent strengthening of the walker circulation: implications for projections. J. Clim. 28, 20–35 (2015)
    ADS Google Scholar
  192. Saenko, O. A., Fyfe, J. C., Swart, N. C., Lee, W. G. & England, M. H. Influence of tropical wind on global temperature from months to decades. Clim. Dyn. 47, 2193–2203 (2016)
    Google Scholar
  193. Drijfhout, S. S. et al. Surface warming hiatus caused by increased heat uptake across multiple ocean basins. Geophys. Res. Lett. 41, 7868–7874 (2014)
    ADS Google Scholar
  194. Luo, J.-J., Sasaki, W. & Masumoto, Y. Indian Ocean warming modulates Pacific climate change. Proc. Natl Acad. Sci. USA 109, 18701–18706 (2012)
    ADS CAS PubMed PubMed Central Google Scholar
  195. Han, W. et al. Intensification of decadal and multi-decadal sea level variability in the western tropical Pacific during recent decades. Clim. Dyn. 43, 1357–1379 (2014)
    Google Scholar
  196. Barcikowska, M. J., Knutson, T. R. & Zhang, R. Observed and simulated fingerprints of multidecadal climate variability and their contributions to periods of global SST stagnation. J. Clim. 30, 721–737 (2017)
    ADS Google Scholar
  197. Kucharski, F., Kang, I.-S., Farneti, R. & Feudale, L. Tropical Pacific response to 20th century Atlantic warming. Geophys. Res. Lett. 38, L03702 (2011)
    ADS Google Scholar
  198. McGregor, S., Timmermann, A., Stuecker, M. F., England, M. H. & Merrifield, M. Recent Walker circulation strengthening and Pacific cooling amplified by Atlantic warming. Nat. Clim. Chang. 4, 888–892 (2014)
    ADS Google Scholar
  199. Chikamoto, Y., Mochizuki, T., Timmermann, A., Kimoto, M. & Watanabe, M. Potential tropical Atlantic impacts on Pacific decadal climate trends. Geophys. Res. Lett. 43, 7143–7151 (2016)
    ADS Google Scholar
  200. Kucharski, F. et al. Atlantic forcing of Pacific decadal variability. Clim. Dyn. 46, 2337–2351 (2016)
    Google Scholar
  201. Li, X., Xie, S.-P., Gille, S. T. & Yoo, C. Atlantic-induced pan-tropical climate change over the past three decades. Nat. Clim. Chang. 6, 275–279 (2016)
    ADS Google Scholar
  202. Smith, D. M. et al. Role of volcanic and anthropogenic aerosols in the recent global surface warming slowdown. Nat. Clim. Chang. 6, 936–940 (2016)
    ADS CAS Google Scholar
  203. Meehl, G. A., Hu, A., Arblaster, J. M., Fasullo, J. T. & Trenberth, K. E. Externally forced and internally generated decadal climate variability associated with the Interdecadal Pacific Oscillation. J. Clim. 26, 7298–7310 (2013)
    ADS Google Scholar
  204. Trenberth, K. E. & Fasullo, J. T. Tracking Earth’s Energy. Science 328, 316–317 (2010)
    ADS CAS PubMed Google Scholar
  205. Rhein, M. & Al, E. in Climate Change 2013: The Physical Science Basis. Contribution of Working Group I to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change (eds Stocker, T. F. et al.) Ch. 3 (Cambridge Univ. Press, 2013)
  206. Loeb, N. G. et al. Toward optimal closure of the Earth’s top-of-atmosphere radiation budget. J. Clim. 22, 748–766 (2009)
    ADS Google Scholar
  207. Liang, X. & Yu, L. Variations of the global net air–sea heat flux during the ‘hiatus’ period (2001–10). J. Clim. 29, 3647–3660 (2016)
    ADS Google Scholar
  208. Xie, S.-P., Kosaka, Y. & Okumura, Y. M. Distinct energy budgets for anthropogenic and natural changes during global warming hiatus. Nat. Geosci. 9, 29–33 (2016)
    ADS CAS Google Scholar
  209. Cheng, L., Trenberth, K. E., Palmer, M. D., Zhu, J. & Abraham, J. P. Observed and simulated full-depth ocean heat-content changes for 1970–2005. Ocean Sci. 12, 925–935 (2016)
    ADS Google Scholar
  210. Church, J. A. et al. Revisiting the Earth’s sea-level and energy budgets from 1961 to 2008. Geophys. Res. Lett. 38, L18601 (2011)
    ADS Google Scholar
  211. Guemas, V., Doblas-Reyes, F. J., Andreu-Burillo, I. & Asif, M. Retrospective prediction of the global warming slowdown in the past decade. Nat. Clim. Chang. 3, 649–653 (2013)
    ADS Google Scholar
  212. Lee, S. K. et al. Pacific origin of the abrupt increase in Indian Ocean heat content during the warming hiatus. Nat. Geosci. 8, 445–449 (2015)
    ADS CAS Google Scholar
  213. Roemmich, D. et al. Unabated planetary warming and its ocean structure since 2006. Nat. Clim. Chang. 5, 240–245 (2015)
    ADS Google Scholar
  214. Trenberth, K. E., Fasullo, J. T., von Schuckmann, K. & Cheng, L. Insights into earth’s energy imbalance from multiple sources. J. Clim. 29, 7495–7505 (2016)
    ADS Google Scholar
  215. Dieng, H. B., Palanisamy, H., Cazenave, A., Meyssignac, B. & von Schuckmann, K. The sea level budget since 2003: inference on the deep ocean heat content. Surv. Geophys. 36, 209–229 (2015)
    ADS Google Scholar
  216. Dieng, H. B., Cazenave, A., von Schuckmann, K., Ablain, M. & Meyssignac, B. Sea level budget over 2005–2013: missing contributions and data errors. Ocean Sci. 11, 789–802 (2015)
    ADS Google Scholar
  217. Domingues, C. M. et al. Improved estimates of upper-ocean warming and multi-decadal sea-level rise. Nature 453, 1090–1093 (2008)
    ADS CAS PubMed Google Scholar
  218. Ishii, M. & Kimoto, M. Reevaluation of historical ocean heat content variations with time-varying XBT and MBT depth bias corrections. J. Oceanogr. 65, 287–299 (2009)
    Google Scholar
  219. von Schuckmann, K. & Le Traon, P.-Y. How well can we derive Global Ocean Indicators from Argo data? Ocean Sci. 7, 783–791 (2011)
    ADS Google Scholar
  220. Johnson, G. C. et al. in State of the Climate in 2012 (eds Blunden, J. & Arndt, D. S. ) Bull. Am. Meteorol. Soc. 94 (Suppl.), S50–S53 (2013)
    Google Scholar
  221. Purkey, S. G. & Johnson, G. C. Warming of global abyssal and deep Southern Ocean waters between the 1990s and 2000s: contributions to global heat and sea level rise budgets. J. Clim. 23, 6336–6351 (2010)
    ADS Google Scholar
  222. Nieves, V., Willis, J. K. & Patzert, W. C. Recent hiatus caused by decadal shift in Indo-Pacific heating. Science 349, 532–535 (2015)
    ADS CAS PubMed Google Scholar
  223. Katsman, C. A. & van Oldenborgh, G. J. Tracing the upper ocean’s ‘missing heat’. Geophys. Res. Lett. 38, L14610 (2011)
    ADS Google Scholar
  224. Liu, W., Xie, S.-P. & Lu, J. Tracking ocean heat uptake during the surface warming hiatus. Nat. Commun. 7, 10926 (2016)
    ADS CAS PubMed PubMed Central Google Scholar
  225. Lee, T. & McPhaden, M. J. Decadal phase change in large-scale sea level and winds in the Indo-Pacific region at the end of the 20th century. Geophys. Res. Lett. 35, L01605 (2008)
    ADS Google Scholar
  226. Desbruyères, D. G. et al. Full-depth temperature trends in the northeastern Atlantic through the early 21st century. Geophys. Res. Lett. 41, 7971–7979 (2014)
    ADS Google Scholar
  227. Wijffels, S., Roemmich, D., Monselesan, D., Church, J. & Gilson, J. Ocean temperatures chronicle the ongoing warming of Earth. Nat. Clim. Chang. 6, 116–118 (2016)
    ADS Google Scholar
  228. McCarthy, G. D., Haigh, I. D., Hirschi, J. J.-M., Grist, J. P. & Smeed, D. A. Ocean impact on decadal Atlantic climate variability revealed by sea-level observations. Nature 521, 508–510 (2015)
    ADS CAS PubMed Google Scholar
  229. Durack, P. J., Gleckler, P. J., Landerer, F. W. & Taylor, K. E. Quantifying underestimates of long-term upper-ocean warming. Nat. Clim. Chang. 4, 999–1005 (2014)
    ADS Google Scholar
  230. Myhre, G. et al. in Climate Change 2013: The Physical Science Basis. Contribution of Working Group I to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change (eds Stocker, T. F. et al.) Ch. 8 (Cambridge Univ. Press, 2013)
  231. Richter, I. & Xie, S.-P. Muted precipitation increase in global warming simulations: a surface evaporation perspective. J. Geophys. Res. Atmos. 113, D24118 (2008)
    ADS Google Scholar
  232. Simmons, A. J. et al. A reassessment of temperature variations and trends from global reanalyses and monthly surface climatological datasets. Q. J. R. Meteorol. Soc. (2016). 10.1002/qj.2949
  233. Fasullo, J. T. & Trenberth, K. E. The annual cycle of the energy budget. Part I: global mean and land-ocean exchanges. J. Clim. 21, 2297–2312 (2008)
    ADS Google Scholar
  234. Loeb, N. G. et al. Observed changes in top-of-the-atmosphere radiation and upper-ocean heating consistent within uncertainty. Nat. Geosci. 5, 110–113 (2012)
    ADS CAS Google Scholar
  235. Allan, R. P. et al. Changes in global net radiative imbalance 1985-2012. Geophys. Res. Lett. 41, 5588–5597 (2014)
    ADS PubMed PubMed Central Google Scholar

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