{"id":25527,"date":"2024-04-04T09:44:54","date_gmt":"2024-04-04T14:44:54","guid":{"rendered":"https:\/\/www.realclimate.org\/?p=25527"},"modified":"2025-02-06T20:28:23","modified_gmt":"2025-02-07T01:28:23","slug":"much-ado-about-acceleration","status":"publish","type":"post","link":"https:\/\/www.realclimate.org\/index.php\/archives\/2024\/04\/much-ado-about-acceleration\/","title":{"rendered":"Much ado about acceleration"},"content":{"rendered":"<div class=\"kcite-section\" kcite-section-id=\"25527\">\n\n<p>There has been a lot of commentary about perceived disagreements among climate scientists about whether climate change is (or will soon be) accelerating. As with most punditry, there is less here than it might seem.<\/p>\n\n\n\n<!--more-->\n\n\n\n<p>Last year, <span id=\"cite_ITEM-25527-0\" name=\"citation\"><a href=\"#ITEM-25527-0\">Jim Hansen and colleagues<\/a><\/span> published a long paper that included a figure suggesting that they expected that global temperature trends from 2011 to increase above the recent linear trends. <\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img decoding=\"async\" width=\"600\" height=\"403\" data-src=\"https:\/\/www.realclimate.org\/images\/\/hansen_fig24-600x403.jpeg\" alt=\"Time series of rising global mean temperatures since 1880. A dotted line shows the linear trend of 0.18\u00baC\/decade from 1970 onward, and in yellow, their expected acceleration of warming (by 50 to 100%) from 2011, out to 2050.\" class=\"wp-image-25528 lazyload\" data-srcset=\"https:\/\/www.realclimate.org\/images\/hansen_fig24-600x403.jpeg 600w, https:\/\/www.realclimate.org\/images\/hansen_fig24-300x202.jpeg 300w, https:\/\/www.realclimate.org\/images\/hansen_fig24.jpeg 946w\" data-sizes=\"(max-width: 600px) 100vw, 600px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 600px; --smush-placeholder-aspect-ratio: 600\/403;\" \/><figcaption class=\"wp-element-caption\">Fig. 24 from Hansen et al (2023). <\/figcaption><\/figure>\n<\/div>\n\n\n<p>This has meshed with another argument around whether an acceleration of global temperatures in recent decades can already be detected. Tamino has <a href=\"https:\/\/tamino.wordpress.com\/2024\/02\/16\/adjusted-global-temperature-data\/\" title=\"made a case\">made a case<\/a> that it can be, if some of the &#8216;noise&#8217; in the record is factored out (notably the linear impacts of ENSO and volcanoes). However, it not so obvious that the <a href=\"https:\/\/www.realclimate.org\/index.php\/archives\/2024\/01\/annual-gmsat-predictions-and-enso\/\" title=\"Annual GMSAT predictions and ENSO\">recent El Ni\u00f1o can be so easily removed<\/a> in such a way. In my recent <em>Nature<\/em> <span id=\"cite_ITEM-25527-1\" name=\"citation\"><a href=\"#ITEM-25527-1\">commentary<\/a><\/span>, I pointed out the difficulties explaining quantitatively why 2023 was so warm. Without further clarity on that, deciding whether we have yet seen an acceleration or not is a bit ambiguous. <\/p>\n\n\n\n<p>Another view of the future is given by the results of climate models. We&#8217;ve discussed some of the issues with the latest CMIP6 round of simulations <a href=\"https:\/\/www.realclimate.org\/index.php\/archives\/2021\/08\/notallmodels\/\" title=\"#NotAllModels\">many<\/a> <a href=\"https:\/\/www.realclimate.org\/index.php\/archives\/2021\/12\/making-predictions-with-the-cmip6-ensemble\/\" title=\"Making predictions with the CMIP6 ensemble\">times<\/a> in recent years, nonetheless, by screening the model ensemble based on the likely range of climate sensitivity, we can create projections that align closely with <a href=\"https:\/\/www.realclimate.org\/index.php\/archives\/2021\/08\/ar6-of-the-best\/\" title=\"AR6 of the best\">assessed projections<\/a> from the last IPCC report. These projections are the basis of our updated <a href=\"https:\/\/www.realclimate.org\/index.php\/archives\/2017\/04\/model-projections-and-observations-comparison-page\/\" title=\"Model projections and observations comparison page\">comparisons of CMIP6 models to observations<\/a>, and specifically this graph:<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img decoding=\"async\" width=\"600\" height=\"429\" data-src=\"https:\/\/www.realclimate.org\/images\/\/cmp_cmip6_nice-1-600x429.png\" alt=\"Our graph showing the CMIP6 simulations, screened and unscreened, compared to the GISTEMP observations of global mean surface temperature. Observations are reasonably close to the mean of the screened models, even including 2023\" class=\"wp-image-25836 lazyload\" data-srcset=\"https:\/\/www.realclimate.org\/images\/cmp_cmip6_nice-1-600x429.png 600w, https:\/\/www.realclimate.org\/images\/cmp_cmip6_nice-1-300x215.png 300w, https:\/\/www.realclimate.org\/images\/cmp_cmip6_nice-1-1536x1098.png 1536w, https:\/\/www.realclimate.org\/images\/cmp_cmip6_nice-1-2048x1465.png 2048w\" data-sizes=\"(max-width: 600px) 100vw, 600px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 600px; --smush-placeholder-aspect-ratio: 600\/429;\" \/><figcaption class=\"wp-element-caption\">CMIP6 simulations and the GISTEMP observations (updated Jan 25 2025).<\/figcaption><\/figure>\n<\/div>\n\n\n<p>It is worth remembering what the CMIP6 projections are based on. These simulations used historical GHG concentrations and aerosol emissions to 2014, and a mid-range scenario (SSP2-4.5) thereafter, which has continued increases of CO<sub>2<\/sub> and CH<sub>4<\/sub> as well as forecast <em>decreases<\/em> in aerosol emissions. The screening uses the likely range of 1.8 to 2.2\u00baC of transient climate response, roughly equivalent to to a screening uses equilibrium climate sensitivity of 2.5 to 4\u00baC for a doubling of CO<sub>2<\/sub> <span id=\"cite_ITEM-25527-2\" name=\"citation\"><a href=\"#ITEM-25527-2\">(Hausfather et al, 2022)<\/a><\/span>. <\/p>\n\n\n\n<p>The question naturally arises as to who is correct, Hansen et al or the models? <\/p>\n\n\n\n<p>We can assess this by extending our graph to 2050, and plotting Hansen et al&#8217;s projected range on top:<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img decoding=\"async\" width=\"600\" height=\"442\" data-src=\"https:\/\/www.realclimate.org\/images\/\/compare_obs_plus_hansen-600x442.png\" alt=\"Our graph showing the CMIP6 simulations, screened and unscreened, compared to the GISTEMP observations of global mean surface temperature, extended to 2050. Additionally, the graph includes (in yellow) the temperature projections from Hansen et al (2023). They line up remarkably well.\" class=\"wp-image-25906 lazyload\" style=\"--smush-placeholder-width: 600px; --smush-placeholder-aspect-ratio: 600\/442;width:681px;height:auto\" data-srcset=\"https:\/\/www.realclimate.org\/images\/compare_obs_plus_hansen-600x442.png 600w, https:\/\/www.realclimate.org\/images\/compare_obs_plus_hansen-300x221.png 300w, https:\/\/www.realclimate.org\/images\/compare_obs_plus_hansen-1536x1131.png 1536w, https:\/\/www.realclimate.org\/images\/compare_obs_plus_hansen-2048x1508.png 2048w\" data-sizes=\"(max-width: 600px) 100vw, 600px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" \/><figcaption class=\"wp-element-caption\">Extension of the previous figure (using SSP245) with the Hansen et al projections plotted on top (thanks to Zeke) (updated Feb 8 2025).<\/figcaption><\/figure>\n<\/div>\n\n\n<p>Remarkably, the Hansen et al projections are basically indistinguishable from what the mean of the TCR-screened CMIP6 models are projecting. Or, to put it another way, <strong>everybody <\/strong>is (or should be) expecting an acceleration of climate warming (in the absence of dramatic cuts in GHG emissions) (CarbonBrief has a similar analysis), even if we might differ on whether it is yet detectable.  <\/p>\n\n\n\n<p><strong>Update (4\/4):<\/strong> I was prodded to provide a histogram focused on the trends in the ensembles. Happy to oblige (note that this is only one run per model): <\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img decoding=\"async\" width=\"600\" height=\"530\" data-src=\"https:\/\/www.realclimate.org\/images\/\/cmip6_hansen_trend-600x530.png\" alt=\"Histogram of CMIP6 model trends for 2011 to 2050 (both the full ensemble, and (in pink) the TCR-screened ensemble. Annotated with the historical trend from GISTEMP and the projected trend range from Hansen et al (2023) which is in the middle of the model histogram.  \" class=\"wp-image-25539 lazyload\" data-srcset=\"https:\/\/www.realclimate.org\/images\/cmip6_hansen_trend-600x530.png 600w, https:\/\/www.realclimate.org\/images\/cmip6_hansen_trend-300x265.png 300w, https:\/\/www.realclimate.org\/images\/cmip6_hansen_trend-1536x1356.png 1536w, https:\/\/www.realclimate.org\/images\/cmip6_hansen_trend-2048x1808.png 2048w\" data-sizes=\"(max-width: 600px) 100vw, 600px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 600px; --smush-placeholder-aspect-ratio: 600\/530;\" \/><\/figure>\n<\/div><h2>References<\/h2>\n    <ol>\n    <li><a name='ITEM-25527-0'><\/a>\nJ.E. Hansen, M. Sato, L. Simons, L.S. Nazarenko, I. Sangha, P. Kharecha, J.C. Zachos, K. von Schuckmann, N.G. Loeb, M.B. Osman, Q. Jin, G. Tselioudis, E. Jeong, A. Lacis, R. Ruedy, G. Russell, J. Cao, and J. Li, \"Global warming in the pipeline\", <i>Oxford Open Climate Change<\/i>, vol. 3, 2023. <a href=\"http:\/\/dx.doi.org\/10.1093\/oxfclm\/kgad008\">http:\/\/dx.doi.org\/10.1093\/oxfclm\/kgad008<\/a>\n\n\n<\/li>\n<li><a name='ITEM-25527-1'><\/a>\nG. Schmidt, \"Climate models can\u2019t explain 2023\u2019s huge heat anomaly \u2014 we could be in uncharted territory\", <i>Nature<\/i>, vol. 627, pp. 467-467, 2024. <a href=\"http:\/\/dx.doi.org\/10.1038\/d41586-024-00816-z\">http:\/\/dx.doi.org\/10.1038\/d41586-024-00816-z<\/a>\n\n\n<\/li>\n<li><a name='ITEM-25527-2'><\/a>\nZ. Hausfather, K. Marvel, G.A. Schmidt, J.W. Nielsen-Gammon, and M. Zelinka, \"Climate simulations: recognize the \u2018hot model\u2019 problem\", <i>Nature<\/i>, vol. 605, pp. 26-29, 2022. <a href=\"http:\/\/dx.doi.org\/10.1038\/d41586-022-01192-2\">http:\/\/dx.doi.org\/10.1038\/d41586-022-01192-2<\/a>\n\n\n<\/li>\n<\/ol>\n\n<\/div> <!-- kcite-section 25527 -->","protected":false},"excerpt":{"rendered":"<p>There has been a lot of commentary about perceived disagreements among climate scientists about whether climate change is, or will soon, accelerate. As with most punditry, there is less here than it might seem. <\/p>\n","protected":false},"author":2,"featured_media":25529,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_exactmetrics_skip_tracking":false,"_exactmetrics_sitenote_active":false,"_exactmetrics_sitenote_note":"","_exactmetrics_sitenote_category":0,"_genesis_hide_title":false,"_genesis_hide_breadcrumbs":false,"_genesis_hide_singular_image":false,"_genesis_hide_footer_widgets":false,"_genesis_custom_body_class":"","_genesis_custom_post_class":"","_genesis_layout":"","footnotes":""},"categories":[5,1,27,75,3,21,9,23],"tags":[141,54,90],"class_list":{"0":"post-25527","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-climate-modelling","8":"category-climate-science","9":"category-el-nino","10":"category-featured-story","11":"category-greenhouse-gases","12":"category-hurricanes","13":"category-instrumental-record","14":"category-ipcc","15":"tag-acceleration","16":"tag-climate-change","17":"tag-cmip6","18":"entry"},"aioseo_notices":[],"post_mailing_queue_ids":[],"_links":{"self":[{"href":"https:\/\/www.realclimate.org\/index.php\/wp-json\/wp\/v2\/posts\/25527","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.realclimate.org\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.realclimate.org\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.realclimate.org\/index.php\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.realclimate.org\/index.php\/wp-json\/wp\/v2\/comments?post=25527"}],"version-history":[{"count":11,"href":"https:\/\/www.realclimate.org\/index.php\/wp-json\/wp\/v2\/posts\/25527\/revisions"}],"predecessor-version":[{"id":25907,"href":"https:\/\/www.realclimate.org\/index.php\/wp-json\/wp\/v2\/posts\/25527\/revisions\/25907"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.realclimate.org\/index.php\/wp-json\/wp\/v2\/media\/25529"}],"wp:attachment":[{"href":"https:\/\/www.realclimate.org\/index.php\/wp-json\/wp\/v2\/media?parent=25527"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.realclimate.org\/index.php\/wp-json\/wp\/v2\/categories?post=25527"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.realclimate.org\/index.php\/wp-json\/wp\/v2\/tags?post=25527"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}