{"id":129963,"date":"2025-09-03T15:10:12","date_gmt":"2025-09-03T15:10:12","guid":{"rendered":"https:\/\/www.newsbeep.com\/us\/129963\/"},"modified":"2025-09-03T15:10:12","modified_gmt":"2025-09-03T15:10:12","slug":"5-forecasts-early-climate-models-got-right-the-evidence-is-all-around-you","status":"publish","type":"post","link":"https:\/\/www.newsbeep.com\/us\/129963\/","title":{"rendered":"5 forecasts early climate models got right \u2013 the evidence is all around you"},"content":{"rendered":"<p>Climate models are complex, just like the world they mirror. They simultaneously simulate the interacting, chaotic flow of Earth\u2019s atmosphere and oceans, and they run on the world\u2019s largest supercomputers.<\/p>\n<p>Critiques of climate science, such as the report written for the <a href=\"https:\/\/www.energy.gov\/sites\/default\/files\/2025-07\/DOE_Critical_Review_of_Impacts_of_GHG_Emissions_on_the_US_Climate_July_2025.pdf\" rel=\"nofollow noopener\" target=\"_blank\">Department of Energy<\/a> by a panel in 2025, often point to this complexity to argue that these models are too uncertain to help us understand present-day warming or tell us anything useful about the future.<\/p>\n<p>But the history of climate science tells a different story.<\/p>\n<p>The earliest climate models made specific forecasts about global warming decades before those forecasts could be proved or disproved. And when the observations came in, the models were right. The forecasts weren\u2019t just <a href=\"http:\/\/doi.org\/10.1029\/2019GL085378\" rel=\"nofollow noopener\" target=\"_blank\">predictions of global average warming<\/a> \u2013 they also <a href=\"https:\/\/doi.org\/10.1038\/nclimate3224\" rel=\"nofollow noopener\" target=\"_blank\">predicted geographical patterns<\/a> of warming that we see today. <\/p>\n<p>            <a href=\"https:\/\/images.theconversation.com\/files\/688094\/original\/file-20250828-56-9m7dy8.jpg?ixlib=rb-4.1.0&amp;q=45&amp;auto=format&amp;w=1000&amp;fit=clip\" rel=\"nofollow noopener\" target=\"_blank\"><img decoding=\"async\" alt=\"An older man smiles at the camera with an impish grin.\" class=\"lazyload\" src=\"https:\/\/www.newsbeep.com\/us\/wp-content\/uploads\/2025\/09\/file-20250828-56-9m7dy8.jpg\"  \/><\/a><\/p>\n<p>              Syukuro Manabe was awarded the Nobel Prize in physics in 2021.<br \/>\n              <a class=\"source\" href=\"https:\/\/www.gettyimages.com\/detail\/news-photo\/picture-taken-on-may-21-2018-shows-syukuro-manabe-of-japan-news-photo\/1235706663\" rel=\"nofollow noopener\" target=\"_blank\">Johan Nilsson\/TT News Agency\/AFP<\/a><\/p>\n<p>These early predictions starting in the 1960s emanated largely out of a single, somewhat obscure government laboratory outside Princeton, New Jersey: the Geophysical Fluid Dynamics Laboratory. And many of the discoveries bear the fingerprints of one particularly prescient and persistent climate modeler, Syukuro Manabe, who was awarded the <a href=\"https:\/\/www.nobelprize.org\/prizes\/physics\/2021\/summary\/\" rel=\"nofollow noopener\" target=\"_blank\">2021 Nobel Prize<\/a> in physics for his work.<\/p>\n<p>Manabe\u2019s models, based in the physics of the atmosphere and ocean, forecast the world we now see while also drawing a blueprint for today\u2019s climate models and their <a href=\"https:\/\/www.gfdl.noaa.gov\/blog_held\/60-the-quality-of-the-large-scale-flow-simulated-in-gcms\/\" rel=\"nofollow noopener\" target=\"_blank\">ability to simulate<\/a> our large-scale climate. While <a href=\"http:\/\/doi.org\/10.3389\/fclim.2024.1391634\" rel=\"nofollow noopener\" target=\"_blank\">models have limitations<\/a>, it is this track record of success that gives us confidence in interpreting the changes we\u2019re seeing now, as well as predicting changes to come.<\/p>\n<p>Forecast No. 1: Global warming from CO2<\/p>\n<p>Manabe\u2019s first assignment in the 1960s at the U.S. Weather Bureau, in a lab that would become the Geophysical Fluid Dynamics Laboratory, was to accurately model the <a href=\"https:\/\/scied.ucar.edu\/learning-zone\/how-climate-works\/greenhouse-effect\" rel=\"nofollow noopener\" target=\"_blank\">greenhouse effect<\/a> \u2013 to show how greenhouse gases trap radiant heat in Earth\u2019s atmosphere. Since the oceans would freeze over without the greenhouse effect, this was a key first step in building any kind of credible climate model.<\/p>\n<p>To test his calculations, Manabe created a very simple climate model. It represented the global atmosphere as a single column of air and included <a href=\"https:\/\/doi.org\/10.1175\/BAMS-D-21-0351.1\" rel=\"nofollow noopener\" target=\"_blank\">key components of climate<\/a>, such as incoming sunlight, convection from thunderstorms, and his greenhouse effect model.<\/p>\n<p>            <a href=\"https:\/\/images.theconversation.com\/files\/687874\/original\/file-20250827-64-8ehuwy.PNG?ixlib=rb-4.1.0&amp;q=45&amp;auto=format&amp;w=1000&amp;fit=clip\" rel=\"nofollow noopener\" target=\"_blank\"><img decoding=\"async\" alt=\"Chart showing temperatures warming at ground level and in the atmosphere as carbon dioxide concentrations rises.\" class=\"lazyload\" src=\"https:\/\/www.newsbeep.com\/us\/wp-content\/uploads\/2025\/09\/file-20250827-64-8ehuwy.PNG\"  \/><\/a><\/p>\n<p>              Results from Manabe\u2019s 1967 single-column global warming simulations show that as carbon dioxide (CO2) increases, the surface and lower atmosphere warm, while the stratosphere cools.<br \/>\n              <a class=\"source\" href=\"https:\/\/www.gfdl.noaa.gov\/bibliography\/related_files\/sm6701.pdf\" rel=\"nofollow noopener\" target=\"_blank\">Syukuro Manabe and Richard Wetherald, 1967<\/a><\/p>\n<p>Despite its simplicity, the model reproduced Earth\u2019s overall climate quite well. Moreover, it showed that doubling carbon dioxide concentrations in the atmosphere would cause the planet to warm by about 5.4 degrees Fahrenheit (3 degrees Celsius).<\/p>\n<p>This estimate of Earth\u2019s climate sensitivity, <a href=\"https:\/\/doi.org\/10.1175\/1520-0469(1967)024%3C0241:TEOTAW%3E2.0.CO;2\" rel=\"nofollow noopener\" target=\"_blank\">published in 1967<\/a>, has remained <a href=\"https:\/\/doi.org\/10.1126\/sciadv.aba1981\" rel=\"nofollow noopener\" target=\"_blank\">essentially unchanged<\/a> in the many decades since and captures the overall magnitude of observed global warming. Right now the world is <a href=\"https:\/\/doi.org\/10.1038\/ngeo3036\" rel=\"nofollow noopener\" target=\"_blank\">about halfway to doubling atmospheric carbon dioxide<\/a>, and the global temperature has warmed by about 2.2 F (1.2 C) \u2013 right in the ballpark of what Manabe predicted. <\/p>\n<p>Other greenhouses gases such as methane, as well as the ocean\u2019s delayed response to global warming, also affect temperature rise, but the overall conclusion is unchanged: Manabe got Earth\u2019s climate sensitivity about right.<\/p>\n<p>Forecast No. 2: Stratospheric cooling<\/p>\n<p>The surface and lower atmosphere in Manabe\u2019s single-column model warmed as carbon dioxide concentrations rose, but in what was a surprise at the time, the model\u2019s stratosphere actually cooled.<\/p>\n<p>Temperatures in this upper region of the atmosphere, between roughly 7.5 and 31 miles (12 and 50 km) in altitude, are governed by a delicate balance between the absorption of ultraviolet sunlight by ozone and release of radiant heat by carbon dioxide. Increase the carbon dioxide, and the atmosphere traps more radiant heat near the surface but actually <a href=\"https:\/\/physicsworld.com\/a\/stratospheric-effect-boosts-global-warming-as-carbon-dioxide-levels-rise\/\" rel=\"nofollow noopener\" target=\"_blank\">releases more radiant heat from the stratosphere<\/a>, causing it to cool. <\/p>\n<p>            <a href=\"https:\/\/images.theconversation.com\/files\/688130\/original\/file-20250829-89-7aci0f.png?ixlib=rb-4.1.0&amp;q=45&amp;auto=format&amp;w=1000&amp;fit=clip\" rel=\"nofollow noopener\" target=\"_blank\"><img decoding=\"async\" alt=\"Heat map shows cooling in the stratosphere. The stratosphere, starting at 10-15 kilometers above the surface and extending up to an altitude of 50 kilometers, has been cooling over the past 20 years at all latitudes while the atmosphere beneath it has warmed.\" class=\"lazyload\" src=\"https:\/\/www.newsbeep.com\/us\/wp-content\/uploads\/2025\/09\/file-20250829-89-7aci0f.png\"  \/><\/a><\/p>\n<p>              <a class=\"source\" href=\"https:\/\/www.ipcc.ch\/report\/ar6\/wg1\/figures\/chapter-2\/figure-2-12\/\" rel=\"nofollow noopener\" target=\"_blank\">IPCC 6th Assessment Report<\/a><\/p>\n<p>This cooling of the stratosphere has been detected over <a href=\"https:\/\/doi.org\/10.1073\/pnas.2300758120\" rel=\"nofollow noopener\" target=\"_blank\">decades of satellite measurements<\/a> and is a distinctive fingerprint of carbon dioxide-driven warming, as warming from other causes such as changes in sunlight or El Ni\u00f1o cycles <a href=\"https:\/\/doi.org\/10.1073\/pnas.1305332110\" rel=\"nofollow noopener\" target=\"_blank\">do not yield stratospheric cooling<\/a>.<\/p>\n<p>Forecast No. 3: Arctic amplification<\/p>\n<p>Manabe used his single-column model as the basis for a prototype quasi-global model, which simulated only a fraction of the globe. It also simulated only the upper 100 meters or so of the ocean and neglected the effects of ocean currents.<\/p>\n<p>In 1975, Manabe <a href=\"https:\/\/doi.org\/10.1175\/1520-0469(1975)032%3C0003:TEODTC%3E2.0.CO;2\" rel=\"nofollow noopener\" target=\"_blank\">published<\/a> global warming simulations with this quasi-global model and again found stratospheric cooling. But he also made a new discovery \u2013 that the Arctic warms significantly more than the rest of the globe, by a factor of <a href=\"https:\/\/doi.org\/10.1038\/s41561-024-01441-1\" rel=\"nofollow noopener\" target=\"_blank\">two to three times<\/a>.<\/p>\n<p>            <a href=\"https:\/\/images.theconversation.com\/files\/688098\/original\/file-20250828-89-y52de2.png?ixlib=rb-4.1.0&amp;q=45&amp;auto=format&amp;w=1000&amp;fit=clip\" rel=\"nofollow noopener\" target=\"_blank\"><img decoding=\"async\" alt=\"Map shows the Arctic warming much faster than the rest of the planet.\" class=\"lazyload\" src=\"https:\/\/www.newsbeep.com\/us\/wp-content\/uploads\/2025\/09\/file-20250828-89-y52de2.png\"  \/><\/a><\/p>\n<p>              <a class=\"source\" href=\"https:\/\/www.ipcc.ch\/report\/ar6\/wg1\/chapter\/technical-summary\/\" rel=\"nofollow noopener\" target=\"_blank\">Map from IPCC 6th Assessment Report<\/a><\/p>\n<p>This \u201cArctic amplification\u201d turns out to be a robust feature of global warming, occurring in present-day <a href=\"https:\/\/doi.org\/10.5194\/tc-3-11-2009\" rel=\"nofollow noopener\" target=\"_blank\">observations<\/a> and <a href=\"https:\/\/doi.org\/10.1007\/s00382-003-0332-6\" rel=\"nofollow noopener\" target=\"_blank\">subsequent simulations<\/a>. A warming Arctic furthermore means a <a href=\"https:\/\/climate.nasa.gov\/vital-signs\/arctic-sea-ice\/?intent=121\" rel=\"nofollow noopener\" target=\"_blank\">decline in Arctic sea ice<\/a>, which has become one of the most visible and dramatic indicators of a changing climate.<\/p>\n<p>Forecast No. 4: Land-ocean contrast<\/p>\n<p>In the early 1970s, Manabe was also working to <a href=\"https:\/\/doi.org\/10.1175\/1520-0469(1969)026%3C0786:CCWACO%3E2.0.CO;2\" rel=\"nofollow noopener\" target=\"_blank\">couple his atmospheric model<\/a> to a first-of-its-kind dynamical model of the full world ocean built by oceanographer Kirk Bryan.<\/p>\n<p>Around 1990, Manabe and Bryan used this coupled atmosphere-ocean model to <a href=\"https:\/\/doi.org\/10.1175\/1520-0442(1991)004%3C0785:TROACO%3E2.0.CO;2\" rel=\"nofollow noopener\" target=\"_blank\">simulate global warming over realistic continental geography<\/a>, including the effects of the full ocean circulation. This led to a slew of insights, including the observation that land generally warms more than ocean, <a href=\"http:\/\/doi.org\/10.1029\/2006GL028164\" rel=\"nofollow noopener\" target=\"_blank\">by a factor of about 1.5<\/a>.<\/p>\n<\/p>\n<p>As with Arctic amplification, this land-ocean contrast can be <a href=\"http:\/\/doi.org\/10.1088\/1748-9326\/aae46f\" rel=\"nofollow noopener\" target=\"_blank\">seen in observed warming<\/a>. It can also be <a href=\"https:\/\/www.carbonbrief.org\/guest-post-why-does-land-warm-up-faster-than-the-oceans\/\" rel=\"nofollow noopener\" target=\"_blank\">explained from basic scientific principles<\/a> and is roughly analogous to the way a dry surface, such as pavement, warms more than a moist surface, such as soil, on a hot, sunny day.<\/p>\n<p>The contrast has consequences for land-dwellers like ourselves, as every degree of global warming will be amplified over land.<\/p>\n<p>Forecast No. 5: Delayed Southern Ocean warming<\/p>\n<p>Perhaps the biggest surprise from Manabe\u2019s models came from a region most of us rarely think about: the Southern Ocean.<\/p>\n<p>This vast, remote body of water encircles Antarctica and has strong eastward winds whipping across it unimpeded, due to the absence of land masses in the southern midlatitudes. These winds continually <a href=\"https:\/\/pubs.aip.org\/physicstoday\/article\/68\/1\/27\/414946\/Upwelling-in-the-Southern-OceanBecause-deep-water\" rel=\"nofollow noopener\" target=\"_blank\">draw up deep ocean waters<\/a> to the surface.<\/p>\n<p>            <a href=\"https:\/\/images.theconversation.com\/files\/687884\/original\/file-20250828-56-tco9r.jpg?ixlib=rb-4.1.0&amp;q=45&amp;auto=format&amp;w=1000&amp;fit=clip\" rel=\"nofollow noopener\" target=\"_blank\"><img decoding=\"async\" alt=\"An illustration shows how ocean upwelling works\" class=\"lazyload\" src=\"https:\/\/www.newsbeep.com\/us\/wp-content\/uploads\/2025\/09\/file-20250828-56-tco9r.jpg\"  \/><\/a><\/p>\n<p>              Winds around Antarctica contribute to upwelling of cold deep water that keeps the Southern Ocean cool while also raising nutrients to the surface waters.<br \/>\n              <a class=\"source\" href=\"https:\/\/oceanservice.noaa.gov\/facts\/upwelling.html\" rel=\"nofollow noopener\" target=\"_blank\">NOAA<\/a><\/p>\n<p>Manabe and colleagues found that the Southern Ocean <a href=\"https:\/\/doi.org\/10.1038\/342660a0\" rel=\"nofollow noopener\" target=\"_blank\">warmed very slowly<\/a> when atmospheric carbon dioxide concentrations increased because the surface waters were continually being replenished by these upwelling abyssal waters, which hadn\u2019t yet warmed. <\/p>\n<p>This delayed Southern Ocean warming is also <a href=\"https:\/\/doi.org\/10.1038\/ngeo2731\" rel=\"nofollow noopener\" target=\"_blank\">visible in the temperature observations<\/a>.<\/p>\n<p>What does all this add up to?<\/p>\n<p>Looking back on Manabe\u2019s work more than half a century later, it\u2019s clear that even early climate models captured the broad strokes of global warming.<\/p>\n<p>Manabe\u2019s models simulated these patterns decades before they were observed: Arctic Amplification was simulated in 1975 but only <a href=\"https:\/\/doi.org\/10.5194\/tc-3-11-2009\" rel=\"nofollow noopener\" target=\"_blank\">observed with confidence in 2009<\/a>, while stratospheric cooling was simulated in 1967 but <a href=\"https:\/\/doi.org\/10.1073\/pnas.2300758120\" rel=\"nofollow noopener\" target=\"_blank\">definitively observed<\/a> only recently.<\/p>\n<p>Climate models have their limitations, of course. For instance, they cannot predict <a href=\"http:\/\/doi.org\/10.3389\/fclim.2024.1391634\" rel=\"nofollow noopener\" target=\"_blank\">regional climate change<\/a> as well as people would like. But the fact that climate science, like any field, has significant unknowns should not blind us to what we do know.<\/p>\n","protected":false},"excerpt":{"rendered":"Climate models are complex, just like the world they mirror. They simultaneously simulate the interacting, chaotic flow of&hellip;\n","protected":false},"author":2,"featured_media":129964,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[47],"tags":[192,79],"class_list":{"0":"post-129963","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-environment","8":"tag-environment","9":"tag-science"},"_links":{"self":[{"href":"https:\/\/www.newsbeep.com\/us\/wp-json\/wp\/v2\/posts\/129963","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.newsbeep.com\/us\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.newsbeep.com\/us\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.newsbeep.com\/us\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.newsbeep.com\/us\/wp-json\/wp\/v2\/comments?post=129963"}],"version-history":[{"count":0,"href":"https:\/\/www.newsbeep.com\/us\/wp-json\/wp\/v2\/posts\/129963\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.newsbeep.com\/us\/wp-json\/wp\/v2\/media\/129964"}],"wp:attachment":[{"href":"https:\/\/www.newsbeep.com\/us\/wp-json\/wp\/v2\/media?parent=129963"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.newsbeep.com\/us\/wp-json\/wp\/v2\/categories?post=129963"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.newsbeep.com\/us\/wp-json\/wp\/v2\/tags?post=129963"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}