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Monday, July 17, 2017

+Myth: El Niño Caused Post-1997 Global Warming

The outline for this post is as follows:
  1. The Myth and Its Flaw
  2. Context and Analysis
  3. Posts Providing Further Information and Analysis
  4. References

This is the "+References" version of this post, which means that this post contains my full list of references and citations. If you would like an abbreviated and easier to read version, then please go to the "main version" of this post.

References are cited as follows: "[#]", with "#" corresponding to the reference number given in the References section at the end of this post.




1.  The Myth and Its Flaw



El Niño, the warm phase of an ocean cycle known as the El Niño Southern Oscillation (ENSO), caused post-1997 global warming. Thus the recent warming is natural, as opposed to anthropogenic or caused by humans.

Purveyors of this myth include Roy Spencer [1], the Daily Caller [2], The Competitive Enterprise Institute [3], Leo Goldstein [4], Marc Morano [5], Pierre Gosselin on NoTricksZone [89], and David Wojick [25]. Spencer seems to be the primary purveyor of this myth, since other myth proponents typically cite Spencer [2 - 5].

The myth's flaw: Post-1997 global warming remains, even after one corrects for ENSO in both its warm El Niño phase and cool La Niña phase [11 - 17; 24; 59; 67; 87; 90, figures 4 and 7; 93, figure 7; 95, figure 5; 98; 143; 144, page 8]. Moreover, ~90% excess energy goes into warming the deeper ocean regions [106 - 113; 140; 141; 150]. This longer-term deep ocean warming continued post-1997 [106 - 110; 112; 114, page S76; 115 - 122; 140; 141; 150], and is explained by factors other than El Niño [51; 108; 111; 115 - 117; 119; 123 - 127; 140; 141; 150], since El Niño transfers energy from the deeper oceans the surface [69; 115; 126; 128 - 130], leading to a very short-term drop in ocean heat content [115; 126; 130; 131; 151].


One should expect future contrarians/denialists to continue abusing anomalously warm years, including as El Niño years, in order to avoid acknowledging the magnitude of human-made global warming. This will likely involve contrarians/denialists doing at least one of the following: 

  1. if a temperature trend ends on an El Niño year, claim the warming trend is just due to El Niño or some other non-human-made factor
  2. cherry-pick temperature trends that have an El Niño at (or soon after) their beginning, and/or have a La Niña at (or soon before) their end, in order to claim global warming paused, stopped, etc.
  3. focus on shorter-term temperature trend fluctuations, instead of longer-term, multi-decadal time-scales at which the effect of human-made greenhouse-gas-induced warming becomes more apparent

Note that contrarians will likely use these strategies to emphasis periods where ENSO and/or other forms of natural variability temporarily decelerate a global warming trend, while conveniently downplaying times at which this natural variability temporarily accelerates the trend [134 - 137].

I address strategy 1 in this blogpost. I also discuss strategy 2 in section 3.4 of "John Christy, Climate Models, and Long-term Tropospheric Warming", https://twitter.com/AtomsksSanakan/status/998042024204013568, "Myth: No Global Warming for Two Decades".



2. Context and Analysis



During El Niño (also known as the El Niño phase of ENSO, the El Niño Southern Oscillation) the oceans' surface warms, as does a region of the lower atmosphere known as the troposphere [6; 7]. For this post, I will largely set aside the question of whether carbon-dioxide-induced (CO2-induced) global warming affects the frequency and intensity of ENSO events [68, page 99; 69 - 76; 101; 102]. I will instead focus on El Niño itself.

The strength of El Niño can be measured using the multivariate ENSO index, or MEI [8; 9]. Myth proponent Roy Spencer [1] should be aware of this, since Spencer employed the MEI in his published research [10, page 231]. MEI-corrected temperatures still show post-1997 global warming, as shown in published research [11 - 17; 24; 59; 67; 87; 90, figures 4 and 7; 93, figure 7; 95, figure 5; 143; 144, page 8] and unpublished analyses [18 - 21; 64; 94; 97; 132; 133; 138; 139; 142]. Thus El Niño did not cause the post-1997 global warming. Even Spencer's colleague John Christy admits that ENSO did not cause the post-1997 tropospheric warming trend [23] (though Christy gets little else right when it comes to climate science). Figure 1 depicts some MEI-corrected temperature trends, illustrating that ENSO does not explain most of the multi-decadal warming:


Figure 1: Relative temperature from 1979 - 2010 for three surface temperature records (GISS, NCDC a.k.a. NOAA, and CRU) and two lower tropospheric temperature records (RSS and UAH), after correction for ENSO (using MEI), volcanic effects, and changes in solar irradiance [12].

Grant Foster, a co-author of this figure [12], updated its analysis with data through 2018. His results showed similar pattern of global warming, even after correction for ENSO, volcanic effects, and changes in solar irradiance [132; 133; 138].

Other studies yielded a similar result [11; 13 - 17; 24; 33; 59; 65 - 67], as I discuss in section 2.3 of "Myth: The Sun Caused Recent Global Warming and the Tropical Stratosphere Warmed". Using the Southern Oscillation Index (SOI) as a measure of ENSO yields the same result as well [12; 17; 81].

In fact, the 2015/2016 El Niño was weaker than [8] (or about as strong as, in some regions [7]) the 1997/1998 El Niño, even though 2015/2016 was warmer than 1997/1998, as shown in "Myth: No Global Warming for Two Decades". Figure 2 below depicts this warming using the mid- to upper tropospheric warming that Spencer commented on [1], while figure 3 displays the MEI and figure 4 depicts one regional component of the MEI:

Figure 2: (A, Top panel) Near global relative mid- to upper tropospheric temperature trend from 1979 - 2017, estimated as an average of the UAH, NOAA/STAR, and RSS satellite-based analyses.
(B, Bottom panel) 20-year mid- to upper tropospheric temperature trends for the satellite-based analyses. The year on the x-axis denotes the endpoint for the 20-year trend, while the y-axis represents the magnitude of the warming trend. Solid lines indicate the newest versions of each satellite-based analysis, while the dotted lines represent older versions [22].



Figure 3: Multivariate ENSO index (MEI). The red peaks represent El Niño events and the blue troughs represent La Niña events. The relative magnitudes of the peaks and troughs are proportional to the strength of corresponding El Niño and La Niña events [8; 88]. See figure 4 for a representation of some of the uncertainties involved in calculating the magnitude El Niño and La Niña events.


Figure 4: Non-cumulative ENSO index (Niño3.4) based on ocean temperature in the east central equatorial Pacific, up to the year 2016. Niño3.4 is one of several non-cumulative indexes used in generating the non-cumulative MEI shown in figure 5. Red lines indicate the Niño3.4 index values, while the black region represents uncertainty at the 95% confidence level [7].

So given this evidence, why do Spencer and his followers defend their myth? Well, they may be (intentionally or unintentionally) conflating the following two claims:
  • El Niño contributed to 2015/2016 being warmer than 2014
  • El Niño contributed to 2015/2016 being warmer than 1997/1998

The first claim is true, since El Niño conditions were stronger in 2015/2016 than 2014 [8]. However, since the 2015/2016 El Niño was weaker than the 1997/1998 El Niño (see figure 3) [8], then the second claim is false. It is this second claim that Spencer defends when he claims that the past two decades of warming was natural [1]. So Spencer is defending a false myth.

To put this another way [26, from 5:22 - 14:25], the distinction between the above two bullet points is analogous to the distinction between:
  • Earth's 24-hour rotation cycle contributed to late afternoon in summer being warmer than midnight in summer in Canada
  • Earth's 24-hour rotation cycle contributed to late afternoon in summer being warmer than noon (with the Sun at its zenith) in winter in Canada

The first claim is true, since Earth's shorter-term, 24-hour rotation cycle causes Canada to receive more solar energy at during late afternoon than during midnight. However, the second point fails, since Earth's 24-hour rotation cycle would cause a late afternoon day to be cooler than noon. Instead Earth's axial tilt relative to the Sun, not Earth's 24-hour rotation cycle, explains the longer-term, multi-month warming from the winter to summer. 

Analogously, El Niño contributes to shorter-term warming on an inter-annual time scale, while other factors contribute to longer-term warming on a multi-decadal time-scale. If you're curious about what those "other factors" are, then see section 3.7 of "John Christy Fails to Show that Climate Models Exaggerate CO2-induced Warming" and "Myth: The Sun Caused Recent Global Warming and the Tropical Stratosphere Warmed".

In response to the above points, a critic might claim that the energy from El Niño accumulates over the long-term [27 - 32; 57]. So, for instance, the 1997/1998 El Niño expelled a large amount of energy that persisted for 10+ years, explaining why the post-1998 period was warmer than the pre-1998 period. According to a such a critic, I would need to use a cumulative MEI to account for this accumulated energy, instead of the non-cumulative MEI I used above [27 - 30]. Figure 5 below presents John Christy's cumulative MEI, in contrast to the non-cumulative MEI I presented above in figure 3:

Figure 5: Cumulative TSI (total solar irradiance) and cumulative MEI used by Christy et al. [34, page 18].

But scientists rarely (if ever) use a cumulative MEI. In fact, I know of no peer-reviewed scientific paper that uses a cumulative MEI or cumulative total solar irradiance (TSI). Instead the cumulative MEI and TSI remain relegated to non-peer-reviewed sources [27 - 31; 57; 60 - 63; 77 - 80] (or fake, predatory "journals" [32] not listed on a reputable citation index [39]) which are more amenable to unfounded claims than are peer-reviewed sources [36, page 712; 37; 38]. Scientists instead use a non-cumulative MEI in their peer-reviewed work [11 - 17; 23; 24; 33; 59]. Some researchers accumulate ENSO measures intra-annually, across months within a year [58, page 3655]. This however, yields very different results [58, figures 3 and 4 on page 3656] from figure 5's inter-annual accumulation across multiple years. It is one thing to say that released energy from ENSO temporarily accumulates for months; it is quite another thing to say that energy accumulates and remains for years or decades. Even Spencer [10, page 231] and Christy [23, page 512; 56], two critics of mainstream climate science, use a non-cumulative MEI in their peer-reviewed research. Christy even cites [34, page 18; 35, page 10] peer-reviewed sources that use a non-cumulative MEI [8; 9; 10, page 231], including work from his research colleague Roy Spencer [10, page 231].

There are at least three reasons why scientists employ a non-cumulative MEI instead of a cumulative MEI:
  • A cumulative MEI is arbitrary, since it involves arbitrarily selecting a period over which the MEI accumulates.
  • A cumulative MEI compromises the relationship between the MEI and the temperature trends one uses the MEI to predict.
  • A cumulative MEI violates basic physics.

Christy, as a climate scientist, makes a version of the first two points for cumulative TSI in his peer-reviewed work [23, page 514]. So Christy likely knows the cumulative indices are nonsense. Yet he previously used a cumulative MEI and a cumulative TSI in his non-peer-reviewed blog articles [34, pages 16 and 18; 40] to argue that solar-induced changes in ENSO caused most of the post-1970s global warming [34; 40; 41]; I discuss Christy's double standard on this in section 2.3 of "Myth: The Sun Caused Recent Global Warming and the Tropical Stratosphere Warmed" (Christy has a long history of misrepresenting science in politically expedient ways, as I discuss in "John Christy and Atmospheric Temperature Trends"). Timothy Osborn, another climate scientist, argues for [41] the first and third points in response to Christy's use of a cumulative MEI [34, pages 16 and 18; 40; 41].

Osborn points out [41] that a warmer Earth would radiate more energy into space (as per the Stefan-Boltzmann law [52 - 55]), instead of all the energy just accumulating [42 - 44]. Scientists can observe this increased radiation during a warm El Niño [45 - 47]; the radiation increase occurs largely because El Niño increases cloud cover and these clouds then reflect the solar radiation Earth would otherwise absorb [45; 48]. This cloud-based mechanism compensates [45; 47] for less emission of radiation by clouds during El Niño [49; 50]. 

So increased radiation during warm El Niño events means that energy from a two-year El Niño event does not simply accumulate for 10+ years, contrary to the cumulative MEI. Thus a cumulative MEI violates basic physics, making a non-cumulative MEI more appropriate than a cumulative MEI. And a non-cumulative MEI reveals that El Niño did not cause the post-1997 warming trend [11 - 17; 24; 59; 67; 87; 90, figures 4 and 7; 93, figure 7; 95, figure 5; 143], as I explained above and as Christy himself showed [23].

To wrap things up: in accounting for ENSO, one needs to account not only for the 2015/2016 El Niño, but also for the 1997/1998 El Niño and the 2011 - 2014 La Niña years. A non-ENSO warming effect must have kept the 2011 - 2014 La Niña years nearly as warm, or warmer than, the 1997/1998 El Niño years, as per figures 6 and 7 below.  Figures 6 and 7 (among other studies [24; 67; 87; 90, figures 4 and 7; 91; 92; 98]) use the non-cumulative MEI and other parameters to quantify the contribution of various factors to near-surface warming trends, including during the post-1997 period. Note that ENSO contributes to annual/short-term temperature spikes and decreases, while other factors, such as human-made greenhouse gases ("GHG", including CO2) and aerosols, drive longer-term temperature trends before and through the post-1997 period [24; 67; 87; 90, figures 4 and 7; 91; 92; 98]:


Figure 6: (A) Global surface temperature trend from 1891 - 2017 relative to a baseline of 1961 - 1990, as depicted in various analyses.
(B) Contributions to the trend in panel A, from (a) the Atlantic Multi-decadal Oscillation, (b) the El Niño-Southern Oscillation and the Interdecadal Pacific Oscillation, (c) volcanoes, (d) solar output in the form of total solar irradiance {TSI}, (e) greenhouse gases and anthropogenic aerosols combined, (f) the Arctic Oscillation, and (g) the residual left over when the effect of factors a through f are subtracted out from panel A.
(C) (a) Comparison of the relative surface temperature trend for 1891 - 2015 from panel A {black line} to the sum of the factors mentioned in panel B, sub-panels a through f {red line}. (b) Comparison of the relative surface temperature trend from 1891 - 2015 from panel A {black line} to climate model projections {blue line} from phase 5 of the Coupled Model Intercomparison Project {CMIP5} [59, figure 1A]. This panel exaggerates recent differences between the CMIP5 projections and the relative surface temperature trend, for reasons [15; 82 - 86; 95] I discuss in sections 2.1 and 2.3 of "Myth: Santer et al. Show that Climate Models are Very Flawed".

The residual temperature spike around the 1940s in panel g likely stems from uncertainties [99] tied to changes in temperature monitoring practices during World War II [95 - 97], as I discuss in "Myth: Karl et al. of the NOAA Misleadingly Altered Ocean Temperature Records to Increase Global Warming". Figure 7 below accounts for that.


Figure 21: Relative global surface temperature trend from 1850 - 2017 (observations), with the contribution of various factors to this temperature trend (colored lines) [95; 97]. The gray line is the sum of each of the depicted colored lines. The surface temperature trend takes into account changes in sea surface temperature measuring practices during the 1930s and 1940s [95 - 97; 100; 104; 105; 145; 146, with 147, figure 3b; 148; 149, figure 4], which I elaborate more on in "Myth: Karl et al. of the NOAA Misleadingly Altered Ocean Temperature Records to Increase Global Warming". The authors of this figure adapted it from the results of their 2019 paper [95; 97; 103].

This figure displays global warming acceleration post-1998. Post-1998 acceleration also appears in global surface temperature trend analyses such as ERA5 [152 and 153, confirmed using 155 - 157 (generated using 188, as per 189); 165 (with 166 - 168)] (which is endorsed by the contrarians Judith Curry [182 - 184] and Ryan Maue [185; 186]), NASA's GISTEMP [137, with 153 and 154; confirmed using 187, along with 155 - 161 (generated using 188, as per 189); 165 (with 166 - 168)], NOAA's global analysis [153, confirmed using 187, along with 162 - 164 (generated using 188, as per 189); 165 (with 166 - 168)], NCEP-2 [162 - 164, generated using 188, as per 189; 165 (with 166 - 168)], and 20CR [190 - 192, generated using 188, as per 189], consistent with other sources on accelerating climate change [98; 116; 117; 169 - 176; 177, with 178 - 181; 193 - 195]. For further discussion of accelerating warming, see section 2.1 of "Myth: The IPCC's 2007 ~0.2°C/decade Model-based Projection Failed and Judith Curry's Forecast was More Reliable". 

Increases in human-made greenhouse gases also caused warming in the bulk troposphere, while ENSO contributed to annual/short-term temperature spikes and decreases [24; 90, figure 4]. For the deeper oceans, where ~90% excess energy goes [106 - 113; 140; 141; 150], warming continued post-1997 as well [106 - 110; 112; 114, page S76; 115 - 122; 140; 141; 150]. This longer-term deeper ocean warming is again explained by factors other than El Niño (especially by increases in human-made GHGs [51; 108; 111; 115 - 117; 119; 123 - 127; 140; 141; 150]), since El Niño transfers energy from the deeper oceans to the surface [69; 115; 126; 128 - 130], leading to a very short-term drop in ocean heat content [115; 126; 130; 131; 151].




3. Posts Providing Further Information and Analysis





4. References


  1. http://www.drroyspencer.com/2017/05/santer-takes-on-pruitt-the-global-warming-pause-and-the-devolution-of-climate-science/
  2. http://dailycaller.com/2017/05/25/climate-scientists-trying-to-discredit-trumps-epa-chief-end-up-proving-him-right/
  3. https://cei.org/blog/dog-bites-man-climate-science-establishment-attacks-epa-administrator-pruitt
  4. https://wattsupwiththat.com/2017/05/25/no-santer-et-al-have-not-refuted-scott-pruitt/ (and the comments section there)
  5. http://www.climatedepot.com/2017/05/25/warmist-ben-santer-takes-on-epa-chief-pruitt-has-paper-sail-through-peer-review-in-a-month/
  6. "Comparing tropospheric warming in climate models and satellite data"
  7. "Ranking the strongest ENSO events while incorporating SST uncertainty"
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  10. "The role of ENSO in global ocean temperature changes during 1955-2011 simulated with a 1D climate model"
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  13. "Volcanic contribution to decadal changes in tropospheric temperature"
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  17. Foster et al.: "Comment on “Influence of the Southern Oscillation on tropospheric temperature” by J. D. McLean,C. R. de Freitas, and R. M. Carter"
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  19. http://www.skepticalscience.com/graphics.php?g=67
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  23. "Satellite bulk tropospheric temperatures as a metric for climate sensitivity"
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  25. http://www.cfact.org/2018/01/23/hansens-hiatus-and-the-falsification-of-climate-alarmism/
  26. potholer54's 2015 video: "Why global temperatures never go up in straight lines"
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  30. Comment #16.2: http://joannenova.com.au/2015/11/new-science-20-its-not-co2-so-what-is-the-main-cause-of-global-warming/
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  36. "Climate change denial books and conservative think tanks: Exploring the connection"
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  52. "Positive feedback in climate: stabilization or runaway, illustrated by a simple experiment"
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  63. https://twitter.com/RogTallbloke/status/1004283037180481536 (http://archive.is/37w5c)
  64. https://www.carbonbrief.org/interactive-much-el-nino-affect-global-temperature
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  81. "A probabilistic analysis of human influence on recent record global mean temperature changes"
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  83. "Reconciling warming trends"
  84. "Robust comparison of climate models with observations using blended land air and ocean sea surface temperatures"
  85. "Coverage bias in the HadCRUT4 temperature series and its impact on recent temperature trends"
  86. "Reconciling controversies about the ‘global warming hiatus’"
  87. "The life and death of the recent global surface warming hiatus parsimoniously explained"
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  90. "Observation-based detection and attribution of 21st century climate change"
  91. "CMIP5 model-based assessment of anthropogenic influence on record global warmth during 2016"
  92. "Record temperature streak bears anthropogenic fingerprint"
  93. "Volcanic radiative forcing from 1979 to 2015"
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  95. "A limited role for unforced internal variability in twentieth-century warming"
  96. "Estimating biases in sea surface temperature records using coastal weather stations"
  97. https://www.carbonbrief.org/guest-post-why-natural-cycles-only-play-small-role-in-rate-of-global-warming [http://archive.is/SaRPi]
  98. "The global warming hiatus has faded away: An analysis of 2014–2016 global surface air temperatures"
  99. "Geographical distribution of thermometers gives the appearance of lower historical global warming"
  100. "The importance of unresolved biases in 20th century sea-surface temperature observations"
  101. "Increased variability of eastern Pacific El Niño under greenhouse warming"
  102. https://www.nature.com/articles/d41586-018-07638-w ["El Niño events will intensify under global warming"]
  103. http://www.realclimate.org/index.php/archives/2019/06/unforced-variations-vs-forced-responses [http://archive.is/NGGih]
  104. "A new compilation of globally gridded night‐time marine air temperatures: The UAHNMATv1 dataset"
  105. "Estimating sea surface temperature measurement methods using characteristic differences in the diurnal cycle"
  106. "Global reconstruction of historical ocean heat storage and transport"
  107. "Improved estimates of ocean heat content from 1960 to 2015"
  108. "Reconciling estimates of ocean heating and Earth’s radiation budget"
  109. "Decadal ocean heat redistribution since the late 1990s and its association with key climate modes"
  110. "A review of global ocean temperature observations: Implications for ocean heat content estimates and climate change"
  111. "Ocean warming: From the surface to the deep in observations and models"
  112. "Constraining the global ocean heat content through assimilation of CERES‐derived TOA energy imbalance estimates"
  113. "An apparent hiatus in global warming?"
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  116. "2018 continues record global ocean warming"
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  118. "Accuracy of global upper ocean heat content estimation expected from present observational data sets"
  119. "Insights into Earth’s energy imbalance from multiple sources"
  120. Stephens and L'Ecuyer: "The Earth's energy balance"; doi: 10.1016/j.atmosres.2015.06.024
  121. "Changes in global net radiative imbalance 1985–2012"
  122. "Earth's energy imbalance measured from space"
  123. "The response of the ocean thermal skin layer to variations in incident infrared radiation" [further discussion in: http://www.realclimate.org/index.php/archives/2006/09/why-greenhouse-gases-heat-the-ocean/ (http://archive.is/A4evB ; "Why greenhouse gases heat the ocean")]
  124. "Attribution of ocean temperature change to anthropogenic and natural forcings using the temporal, vertical and geographical structure"
  125. "Human-induced global ocean warming on multidecadal timescales"
  126. "Observed and simulated full-depth ocean heat-content changes for 1970–2005"
  127. "Earth's energy imbalance: Confirmation and implications"
  128. "Evolution of ocean heat content related to ENSO"
  129. "The global ocean imprint of ENSO"
  130. "ENSO-related global ocean heat content variations"
  131. "Improved estimates of upper-ocean warming and multi-decadal sea-level rise"
  132. https://tamino.wordpress.com/2019/12/11/second-least-cold-year/ [http://archive.is/uu4VP]
  133. https://tamino.wordpress.com/2019/10/08/global-temperature-evolution-1950-to-2018/ [http://archive.is/fKIqg#selection-331.1-348.1]
  134. https://www.theguardian.com/environment/planet-oz/2017/may/04/global-warming-scientists-learn-lessons-from-the-pause-that-never-was [http://archive.is/zLKSp#selection-1989.0-1997.318]
  135. https://judithcurry.com/2013/07/27/the-97-consensus-part-ii/#comment-353545 [http://archive.is/lfbfK#selection-903.0-903.336]
  136. https://tamino.wordpress.com/2018/07/20/judith-currys-brain-goes-on-hiatus/ [http://archive.is/iRPKe]
  137. https://twitter.com/hausfath/status/1175874681108344832 [http://archive.is/saoJc#selection-3003.0-3473.252]
  138. https://tamino.wordpress.com/2020/01/16/2-of-global-warming-since-1979-due-to-other-things/ [http://archive.is/K0a7B]
  139. https://twitter.com/ClimateOfGavin/status/1217770602079170560 [http://archive.is/AghxI#selection-3893.0-4160.2]
  140. "Quantification of ocean heat uptake from changes in atmospheric O2 and CO2 composition" [Discussion: http://www.realclimate.org/index.php/archives/2018/11/resplandy-et-al-correction-and-response/ (http://archive.is/13zdh) ; https://www.nature.com/articles/s41586-019-1585-5 (http://archive.is/SXDWa)]
  141. "Record-setting ocean warmth continued in 2019"
  142. https://twitter.com/priscian/status/1219843588235956230 [http://archive.is/kyGrS (https://pbs.twimg.com/media/EO3BRWHXsAAjfQT?format=jpg&name=900x900 ; http://archive.is/lBlsz)]
  143. https://www.ncdc.noaa.gov/sotc/global/202001/supplemental/page-3 [http://archive.is/sF36Y]
  144. https://www.ncdc.noaa.gov/sotc/briefings/20200115.pdf ["Annual global analysis for 2019" ; https://web.archive.org/web/20200225064746/https://www.ncdc.noaa.gov/sotc/briefings/20200115.pdf]
  145. "Indian Ocean corals reveal crucial role of World War II bias for twentieth century warming estimates"
  146. "Recent global temperature “plateau” in the context of a new proxy reconstruction"
  147. "Last Millennium Reanalysis with an expanded proxy database and seasonal proxy modeling" [data addition: "Additions to the Last Millennium Reanalysis Multi-Proxy Database"]
  148. "Trend analysis of climate time series: A review of methods"
  149. "Global and hemispheric temperature reconstruction from glacier length fluctuations"
  150. "Measuring global ocean heat content to estimate the earth energy imbalance"
  151. "Distinctive climate signals in reanalysis of global ocean heat content"
  152. https://tamino.wordpress.com/2019/11/08/global-temperature-update-6/ [http://archive.is/OQefT]
  153. https://tamino.wordpress.com/2020/01/22/is-the-apparent-recent-acceleration-in-temperature-significant/ [http://archive.is/U9RKX]
  154. https://twitter.com/hausfath/status/1227367834302308352 [http://archive.is/3ICIY]
  155. https://www.esrl.noaa.gov/psd/cgi-bin/data/testdap/timeseries.proc.pl?dataset1=GISTEMP&dataset2=ERA-5&var=2m+Air+Temperature&level=1000mb&pgT1Sel=10&pgtTitle1=&pgtPath1=&var2=2m+Air+Temperature&level2=1000mb&pgT2Sel=10&pgtTitle2=&pgtPath2=&fyear=1979&fyear2=2019&season=1&fmonth=0&fmonth2=11&type=1&climo1yr1=1979&climo1yr2=2019&climo2yr1=1979&climo2yr2=2019&xlat1=-90&xlat2=90&xlon1=0&xlon2=360&maskx=0&zlat1=-90&zlat2=90&zlon1=0&zlon2=360&maskx2=0&map=on&yaxis=0&bar=0&smooth=0&runmean=1&yrange1=0&yrange2=0&y2range1=0&y2range2=0&xrange1=0&xrange2=0&markers=0&legend=0&ywave1=&ywave2=&cwavelow=&cwavehigh=&cwaveint=&coi=0&Submit=Create+Plot [http://archive.is/fIQ2L]
  156. https://www.esrl.noaa.gov/psd/cgi-bin/data/testdap/timeseries.proc.pl?dataset1=GISTEMP&dataset2=ERA-5&var=2m+Air+Temperature&level=1000mb&pgT1Sel=10&pgtTitle1=&pgtPath1=&var2=2m+Air+Temperature&level2=1000mb&pgT2Sel=10&pgtTitle2=&pgtPath2=&fyear=1979&fyear2=1998&season=1&fmonth=0&fmonth2=11&type=1&climo1yr1=1979&climo1yr2=2019&climo2yr1=1979&climo2yr2=2019&xlat1=-90&xlat2=90&xlon1=0&xlon2=360&maskx=0&zlat1=-90&zlat2=90&zlon1=0&zlon2=360&maskx2=0&map=on&yaxis=0&bar=0&smooth=0&runmean=1&yrange1=0&yrange2=0&y2range1=0&y2range2=0&xrange1=0&xrange2=0&markers=0&legend=0&ywave1=&ywave2=&cwavelow=&cwavehigh=&cwaveint=&coi=0&Submit=Create+Plot [http://archive.is/UbPAj]
  157. https://www.esrl.noaa.gov/psd/cgi-bin/data/testdap/timeseries.proc.pl?dataset1=GISTEMP&dataset2=ERA-5&var=2m+Air+Temperature&level=1000mb&pgT1Sel=10&pgtTitle1=&pgtPath1=&var2=2m+Air+Temperature&level2=1000mb&pgT2Sel=10&pgtTitle2=&pgtPath2=&fyear=1998&fyear2=2019&season=1&fmonth=0&fmonth2=11&type=1&climo1yr1=1979&climo1yr2=2019&climo2yr1=1979&climo2yr2=2019&xlat1=-90&xlat2=90&xlon1=0&xlon2=360&maskx=0&zlat1=-90&zlat2=90&zlon1=0&zlon2=360&maskx2=0&map=on&yaxis=0&bar=0&smooth=0&runmean=1&yrange1=0&yrange2=0&y2range1=0&y2range2=0&xrange1=0&xrange2=0&markers=0&legend=0&ywave1=&ywave2=&cwavelow=&cwavehigh=&cwaveint=&coi=0&Submit=Create+Plot [http://archive.is/vBabE]
  158. https://www.esrl.noaa.gov/psd/cgi-bin/data/testdap/timeseries.proc.pl?dataset1=GISTEMP&dataset2=NOAA+Global+Temperature&var=2m+Air+Temperature&level=1000mb&pgT1Sel=10&pgtTitle1=&pgtPath1=&var2=2m+Air+Temperature&level2=1000mb&pgT2Sel=10&pgtTitle2=&pgtPath2=&fyear=1970&fyear2=1997&season=0&fmonth=0&fmonth2=11&type=1&climo1yr1=1970&climo1yr2=1997&climo2yr1=1970&climo2yr2=1997&xlat1=-90&xlat2=90&xlon1=0&xlon2=360&maskx=0&zlat1=-90&zlat2=90&zlon1=0&zlon2=360&maskx2=0&map=on&yaxis=0&bar=0&smooth=0&runmean=1&yrange1=0&yrange2=0&y2range1=0&y2range2=0&xrange1=0&xrange2=0&markers=0&legend=0&ywave1=&ywave2=&cwavelow=&cwavehigh=&cwaveint=&coi=0&Submit=Create+Plot [http://archive.is/BOGnW]
  159. https://www.esrl.noaa.gov/psd/cgi-bin/data/testdap/timeseries.proc.pl?dataset1=GISTEMP&dataset2=NOAA+Global+Temperature&var=2m+Air+Temperature&level=1000mb&pgT1Sel=10&pgtTitle1=&pgtPath1=&var2=2m+Air+Temperature&level2=1000mb&pgT2Sel=10&pgtTitle2=&pgtPath2=&fyear=1998&fyear2=2019&season=0&fmonth=0&fmonth2=11&type=1&climo1yr1=1970&climo1yr2=1997&climo2yr1=1970&climo2yr2=1997&xlat1=-90&xlat2=90&xlon1=0&xlon2=360&maskx=0&zlat1=-90&zlat2=90&zlon1=0&zlon2=360&maskx2=0&map=on&yaxis=0&bar=0&smooth=0&runmean=1&yrange1=0&yrange2=0&y2range1=0&y2range2=0&xrange1=0&xrange2=0&markers=0&legend=0&ywave1=&ywave2=&cwavelow=&cwavehigh=&cwaveint=&coi=0&Submit=Create+Plot [http://archive.is/TQED5]
  160. https://www.esrl.noaa.gov/psd/cgi-bin/data/testdap/timeseries.proc.pl?dataset1=GISTEMP&dataset2=ERA-5&var=2m+Air+Temperature&level=1000mb&pgT1Sel=10&pgtTitle1=&pgtPath1=&var2=2m+Air+Temperature&level2=1000mb&pgT2Sel=10&pgtTitle2=&pgtPath2=&fyear=1998&fyear2=2012&season=1&fmonth=0&fmonth2=11&type=1&climo1yr1=1998&climo1yr2=2019&climo2yr1=1998&climo2yr2=2019&xlat1=-90&xlat2=90&xlon1=0&xlon2=360&maskx=0&zlat1=-90&zlat2=90&zlon1=0&zlon2=360&maskx2=0&map=on&yaxis=0&bar=0&smooth=0&runmean=1&yrange1=0&yrange2=0&y2range1=0&y2range2=0&xrange1=0&xrange2=0&markers=0&legend=0&ywave1=&ywave2=&cwavelow=&cwavehigh=&cwaveint=&coi=0&Submit=Create+Plot [http://archive.is/zTnwi]
  161. https://www.esrl.noaa.gov/psd/cgi-bin/data/testdap/timeseries.proc.pl?dataset1=GISTEMP&dataset2=ERA-5&var=2m+Air+Temperature&level=1000mb&pgT1Sel=10&pgtTitle1=&pgtPath1=&var2=2m+Air+Temperature&level2=1000mb&pgT2Sel=10&pgtTitle2=&pgtPath2=&fyear=2005&fyear2=2019&season=1&fmonth=0&fmonth2=11&type=1&climo1yr1=1998&climo1yr2=2019&climo2yr1=1998&climo2yr2=2019&xlat1=-90&xlat2=90&xlon1=0&xlon2=360&maskx=0&zlat1=-90&zlat2=90&zlon1=0&zlon2=360&maskx2=0&map=on&yaxis=0&bar=0&smooth=0&runmean=1&yrange1=0&yrange2=0&y2range1=0&y2range2=0&xrange1=0&xrange2=0&markers=0&legend=0&ywave1=&ywave2=&cwavelow=&cwavehigh=&cwaveint=&coi=0&Submit=Create+Plot [http://archive.is/AV2wZ]
  162. https://www.esrl.noaa.gov/psd/cgi-bin/data/testdap/timeseries.proc.pl?dataset1=NOAA+Global+Temperature&dataset2=NCEP%2FDOE+R2&var=2m+Air+Temperature&level=1000mb&pgT1Sel=10&pgtTitle1=&pgtPath1=&var2=2m+Air+Temperature&level2=1000mb&pgT2Sel=10&pgtTitle2=&pgtPath2=&fyear=1979&fyear2=2019&season=1&fmonth=0&fmonth2=11&type=1&climo1yr1=1979&climo1yr2=2019&climo2yr1=1979&climo2yr2=2019&xlat1=-90&xlat2=90&xlon1=0&xlon2=360&maskx=0&zlat1=-90&zlat2=90&zlon1=0&zlon2=360&maskx2=0&map=on&yaxis=0&bar=0&smooth=0&runmean=1&yrange1=0&yrange2=0&y2range1=0&y2range2=0&xrange1=0&xrange2=0&markers=0&legend=0&ywave1=&ywave2=&cwavelow=&cwavehigh=&cwaveint=&coi=0&Submit=Create+Plot [http://archive.is/cbGPv]
  163. https://www.esrl.noaa.gov/psd/cgi-bin/data/testdap/timeseries.proc.pl?dataset1=NOAA+Global+Temperature&dataset2=NCEP%2FDOE+R2&var=2m+Air+Temperature&level=1000mb&pgT1Sel=10&pgtTitle1=&pgtPath1=&var2=2m+Air+Temperature&level2=1000mb&pgT2Sel=10&pgtTitle2=&pgtPath2=&fyear=1979&fyear2=1998&season=1&fmonth=0&fmonth2=11&type=1&climo1yr1=1979&climo1yr2=2019&climo2yr1=1979&climo2yr2=2019&xlat1=-90&xlat2=90&xlon1=0&xlon2=360&maskx=0&zlat1=-90&zlat2=90&zlon1=0&zlon2=360&maskx2=0&map=on&yaxis=0&bar=0&smooth=0&runmean=1&yrange1=0&yrange2=0&y2range1=0&y2range2=0&xrange1=0&xrange2=0&markers=0&legend=0&ywave1=&ywave2=&cwavelow=&cwavehigh=&cwaveint=&coi=0&Submit=Create+Plot [http://archive.is/NA1qQ]
  164. https://www.esrl.noaa.gov/psd/cgi-bin/data/testdap/timeseries.proc.pl?dataset1=NOAA+Global+Temperature&dataset2=NCEP%2FDOE+R2&var=2m+Air+Temperature&level=1000mb&pgT1Sel=10&pgtTitle1=&pgtPath1=&var2=2m+Air+Temperature&level2=1000mb&pgT2Sel=10&pgtTitle2=&pgtPath2=&fyear=1998&fyear2=2019&season=1&fmonth=0&fmonth2=11&type=1&climo1yr1=1979&climo1yr2=2019&climo2yr1=1979&climo2yr2=2019&xlat1=-90&xlat2=90&xlon1=0&xlon2=360&maskx=0&zlat1=-90&zlat2=90&zlon1=0&zlon2=360&maskx2=0&map=on&yaxis=0&bar=0&smooth=0&runmean=1&yrange1=0&yrange2=0&y2range1=0&y2range2=0&xrange1=0&xrange2=0&markers=0&legend=0&ywave1=&ywave2=&cwavelow=&cwavehigh=&cwaveint=&coi=0&Submit=Create+Plot [http://archive.is/ODGrx]
  165. https://twitter.com/AtomsksSanakan/status/1239307511783665667 [http://archive.is/dDdGV]
  166. https://twitter.com/AtomsksSanakan/status/1239315234046779393 [http://archive.is/GBXvi#selection-3403.0-3522.2]
  167. https://twitter.com/AtomsksSanakan/status/1243043927848038400 [http://archive.is/gYC5W#selection-3641.0-3935.22]
  168. https://twitter.com/AtomsksSanakan/status/1243078128366477314 [http://archive.is/K9An9#selection-3243.0-3769.1]
  169. "Four decades of Antarctic Ice Sheet mass balance from 1979–2017"
  170. "Forty-six years of Greenland Ice Sheet mass balance from 1972 to 2018"
  171. "The land ice contribution to sea level during the satellite era" ["Corrigendum: The land ice contribution to sea level during the satellite era (2018 Environ. Res. Lett. 13 063008)"]
  172. "A consistent sea-level reconstruction and its budget on basin and global scales over 1958–2014"
  173. "Persistent acceleration in global sea-level rise since the 1960s"
  174. https://public.wmo.int/en/media/press-release/global-climate-2015-2019-climate-change-accelerates [http://archive.is/ULSuI]
  175. https://unfccc.int/news/state-of-the-climate-in-2018-shows-accelerating-climate-change-impacts [http://archive.is/wip/qFaYe]
  176. "Global warming will happen faster than we think" [DOI: 10.1038/d41586-018-07586-5]
  177. "Greater future global warming inferred from Earth’s recent energy budget" [with: https://twitter.com/PatrickTBrown31/status/1227272506240712705 (http://archive.is/XjPcE)]
  178. https://patricktbrown.org/2017/11/29/greater-future-global-warming-inferred-from-earths-recent-energy-budget/ [http://archive.is/8dpEF]
  179. "Causes of higher climate sensitivity in CMIP6 models"
  180. https://www.sciencemag.org/news/2019/04/new-climate-models-predict-warming-surge ["New climate models predict a warming surge" ; http://archive.is/wge0r]
  181. Manuscript under review: "On the climate sensitivity and historical warming evolution in recent coupled model ensembles"
  182. https://twitter.com/curryja/status/1232417049994940416 [http://archive.is/gntvY#selection-5259.0-5515.21]
  183. https://twitter.com/curryja/status/1232753750617382912 [http://archive.is/78lmm#selection-6891.0-6891.109] AND https://twitter.com/curryja/status/1232755788747141121 [http://archive.li/41hkz#selection-6644.2-6901.147]
  184. https://twitter.com/curryja/status/1225440884075876354 [http://archive.is/Mt8Hk#selection-1658.0-1759.15]
  185. https://twitter.com/RyanMaue/status/1158767762413670402 [http://archive.is/tAbpF#selection-169.1-173.208], in response to: https://wattsupwiththat.com/2019/08/02/july-2019-was-not-the-warmest-on-record/ (http://archive.is/9ckmV#selection-595.0-621.189)
  186. https://twitter.com/RyanMaue/status/1158565610860814338 [http://archive.is/zsZIh#selection-169.1-169.276]
  187. http://www.ysbl.york.ac.uk/~cowtan/applets/trend/trend.html
  188. "Web-based Reanalysis Intercomparison Tool: Monthly/seasonal time series" https://www.esrl.noaa.gov/psd/cgi-bin/data/testdap/timeseries.pl
  189. "Web-Based Reanalysis Intercomparison Tools (WRIT) for analysis and comparison of reanalyses and other datasets"
  190. https://psl.noaa.gov/cgi-bin/data/testdap/timeseries.proc.pl?dataset1=ERA-5&dataset2=20th+Century+Reanalysis+V3&var=2m+Air+Temperature&level=1000mb&pgT1Sel=10&pgtTitle1=&pgtPath1=&var2=2m+Air+Temperature&level2=1000mb&pgT2Sel=10&pgtTitle2=&pgtPath2=&fyear=1979&fyear2=2015&season=1&fmonth=0&fmonth2=11&type=1&climo1yr1=1979&climo1yr2=2015&climo2yr1=1979&climo2yr2=2015&xlat1=-90&xlat2=90&xlon1=0&xlon2=360&maskx=0&zlat1=-90&zlat2=90&zlon1=0&zlon2=360&maskx2=0&map=on&yaxis=0&bar=0&smooth=0&runmean=1&yrange1=0&yrange2=0&y2range1=0&y2range2=0&xrange1=0&xrange2=0&markers=0&legend=0&ywave1=&ywave2=&cwavelow=&cwavehigh=&cwaveint=&coi=0&Submit=Create+Plot [http://archive.is/TNqeJ]
  191. https://psl.noaa.gov/cgi-bin/data/testdap/timeseries.proc.pl?dataset1=20th+Century+Reanalysis+V3&dataset2=ERA-5&var=2m+Air+Temperature&level=1000mb&pgT1Sel=10&pgtTitle1=&pgtPath1=&var2=2m+Air+Temperature&level2=1000mb&pgT2Sel=10&pgtTitle2=&pgtPath2=&fyear=1979&fyear2=1998&season=1&fmonth=0&fmonth2=11&type=1&climo1yr1=1979&climo1yr2=2015&climo2yr1=1979&climo2yr2=2015&xlat1=-90&xlat2=90&xlon1=0&xlon2=360&maskx=0&zlat1=-90&zlat2=90&zlon1=0&zlon2=360&maskx2=0&map=on&yaxis=0&bar=0&smooth=0&runmean=1&yrange1=0&yrange2=0&y2range1=0&y2range2=0&xrange1=0&xrange2=0&markers=0&legend=0&ywave1=&ywave2=&cwavelow=&cwavehigh=&cwaveint=&coi=0&Submit=Create+Plot [http://archive.is/zir1p]
  192. https://psl.noaa.gov/cgi-bin/data/testdap/timeseries.proc.pl?dataset1=20th+Century+Reanalysis+V3&dataset2=ERA-5&var=2m+Air+Temperature&level=1000mb&pgT1Sel=10&pgtTitle1=&pgtPath1=&var2=2m+Air+Temperature&level2=1000mb&pgT2Sel=10&pgtTitle2=&pgtPath2=&fyear=1998&fyear2=2015&season=1&fmonth=0&fmonth2=11&type=1&climo1yr1=1979&climo1yr2=2015&climo2yr1=1979&climo2yr2=2015&xlat1=-90&xlat2=90&xlon1=0&xlon2=360&maskx=0&zlat1=-90&zlat2=90&zlon1=0&zlon2=360&maskx2=0&map=on&yaxis=0&bar=0&smooth=0&runmean=1&yrange1=0&yrange2=0&y2range1=0&y2range2=0&xrange1=0&xrange2=0&markers=0&legend=0&ywave1=&ywave2=&cwavelow=&cwavehigh=&cwaveint=&coi=0&Submit=Create+Plot [http://archive.is/BnL2N]
  193. https://wgms.ch/faqs/ [http://archive.is/LG1pu; World Glacier Monitoring Service]
  194. "Historically unprecedented global glacier decline in the early 21st century"
  195. "Global glacier mass changes and their contributions to sea-level rise from 1961 to 2016"

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