{"id":266280,"date":"2023-07-09T13:15:04","date_gmt":"2023-07-09T11:15:04","guid":{"rendered":"https:\/\/climatescience.press\/?p=266280"},"modified":"2023-07-09T13:15:08","modified_gmt":"2023-07-09T11:15:08","slug":"how-much-warming-can-we-expect-in-the-21st-century","status":"publish","type":"post","link":"https:\/\/climatescience.press\/?p=266280","title":{"rendered":"How much warming can we expect in the 21st century?"},"content":{"rendered":"\n<figure class=\"wp-block-image size-full\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"723\" height=\"723\" data-attachment-id=\"266336\" data-permalink=\"https:\/\/climatescience.press\/?attachment_id=266336\" data-orig-file=\"https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2023\/07\/image-249.png?fit=1024%2C1024&amp;ssl=1\" data-orig-size=\"1024,1024\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"image-249\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2023\/07\/image-249.png?fit=723%2C723&amp;ssl=1\" src=\"https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2023\/07\/image-249.png?resize=723%2C723&#038;ssl=1\" alt=\"\" class=\"wp-image-266336\" srcset=\"https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2023\/07\/image-249.png?w=1024&amp;ssl=1 1024w, https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2023\/07\/image-249.png?resize=300%2C300&amp;ssl=1 300w, https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2023\/07\/image-249.png?resize=150%2C150&amp;ssl=1 150w, https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2023\/07\/image-249.png?resize=768%2C768&amp;ssl=1 768w, https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2023\/07\/image-249.png?resize=800%2C800&amp;ssl=1 800w, https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2023\/07\/image-249.png?resize=400%2C400&amp;ssl=1 400w, https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2023\/07\/image-249.png?resize=200%2C200&amp;ssl=1 200w, https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2023\/07\/image-249.png?resize=450%2C450&amp;ssl=1 450w, https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2023\/07\/image-249.png?resize=60%2C60&amp;ssl=1 60w, https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2023\/07\/image-249.png?resize=550%2C550&amp;ssl=1 550w\" sizes=\"auto, (max-width: 723px) 100vw, 723px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">From <a href=\"https:\/\/judithcurry.com\/\">Climate Etc.<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">by Hakon Karlsen<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"723\" height=\"482\" data-attachment-id=\"266338\" data-permalink=\"https:\/\/climatescience.press\/?attachment_id=266338\" data-orig-file=\"https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2023\/07\/02015_11_27_1448615427__lt_span_class_span_.jpg?fit=1024%2C683&amp;ssl=1\" data-orig-size=\"1024,683\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"02015_11_27_1448615427__lt_span_class_span_\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2023\/07\/02015_11_27_1448615427__lt_span_class_span_.jpg?fit=723%2C482&amp;ssl=1\" src=\"https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2023\/07\/02015_11_27_1448615427__lt_span_class_span_.jpg?resize=723%2C482&#038;ssl=1\" alt=\"\" class=\"wp-image-266338\" srcset=\"https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2023\/07\/02015_11_27_1448615427__lt_span_class_span_.jpg?w=1024&amp;ssl=1 1024w, https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2023\/07\/02015_11_27_1448615427__lt_span_class_span_.jpg?resize=300%2C200&amp;ssl=1 300w, https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2023\/07\/02015_11_27_1448615427__lt_span_class_span_.jpg?resize=768%2C512&amp;ssl=1 768w\" sizes=\"auto, (max-width: 723px) 100vw, 723px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">A comprehensive explainer of climate sensitivity to CO<sub>2<\/sub><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Short summary<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">According to the Intergovernmental Panel on Climate Change (IPCC), the atmosphere\u2019s\u00a0<em>climate sensitivity<\/em>\u00a0to CO<sub>2<\/sub>is likely between 2.5 and 4.0\u00b0C. Simply put, this means that (in the very long term) Earth\u2019s temperature will rise between 2.5 and 4.0\u00b0C when the amount of CO<sub>2<\/sub>\u00a0in the atmosphere doubles.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">A 2020 study (<a href=\"https:\/\/agupubs.onlinelibrary.wiley.com\/doi\/full\/10.1029\/2019RG000678\">Sherwood20<\/a>) greatly influenced how the IPCC calculated the climate sensitivity. Sherwood20 has been \u201c<em>extremely influential, including in informing the assessment of equilibrium climate sensitivity (ECS) in the 2021 IPCC Sixth Assessment Scientific Report (AR6); it was cited over twenty times in the relevant AR6 chapter<\/em>\u201c,\u00a0<a href=\"https:\/\/nicholaslewis.org\/wp-content\/uploads\/2022\/09\/Lewis_Objectively-combining-climate-sensitivity-evidence_2022-Clim-Dyn-Detailed-Summary.pdf\">according to Nic Lewis<\/a>. A\u00a0<a href=\"https:\/\/www.nature.com\/articles\/d41586-022-01192-2\">Comment in Nature<\/a>\u00a0confirmed this view.<a href=\"https:\/\/judithcurry.com\/2023\/07\/08\/how-much-warming-can-we-expect-in-the-21st-century\/#footnote1\"><sup>1)<\/sup><\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Nic Lewis took a closer look at this study, and in September 2022, he published his own study (<a href=\"https:\/\/link.springer.com\/article\/10.1007\/s00382-022-06468-x\">Lewis22<\/a>) that criticizes Sherwood20. By correcting errors and using more recent data, including from AR6, Lewis22 found that the climate sensitivity may be about 30% lower than what Sherwood20 had found.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">If we know what the climate sensitivity is, and if we also know approximately the amount of greenhouse gases that will be emitted going forward, then the amount of future warming that\u2019s caused by greenhouse gases can also be estimated.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">In terms of future emissions, a 2022 study (<a href=\"https:\/\/iopscience.iop.org\/article\/10.1088\/1748-9326\/ac4ebf\">Pielke22<\/a>) found that something called\u00a0<em>RCP3.4<\/em>\u00a0is the most\u00a0<em>plausible<\/em>\u00a0emissions scenario. Traditionally, another scenario (RCP8.5), has been used as a\u00a0<em>business-as-usual<\/em>\u00a0scenario, but this is now widely regarded as an extremely unlikely scenario, with unrealistically high emissions.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Assuming that the climate sensitivity from Lewis22 is correct and that RCP3.4 is the most appropriate emissions scenario, then we find that global temperatures will rise by less than 1\u00b0C from 2023 to 2100 (not accounting for natural variability).<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">How much the Earth\u2019s surface air temperature will rise this century depends, among other things, on how\u00a0<em>sensitive<\/em>\u00a0the atmosphere is to greenhouse gases such as CO<sub>2<\/sub>, the amount of greenhouse gases that are emitted, and natural variations. It\u2019s hard to predict natural variations, so the focus here will be on climate sensitivity and greenhouse gas emissions (in particular CO<sub>2<\/sub>).<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Climate sensitivity<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Climate sensitivity is the amount of warming that can be expected in the Earth\u2019s surface air temperature if the amount of CO2 in the atmosphere doubles. So if the climate sensitivity is 3\u00b0C, and the amount of CO<sub>2<\/sub>\u00a0in the atmosphere quickly doubles and stays at that level, then the Earth\u2019s surface air temperature will \u2013 in the long term \u2013 rise by 3\u00b0C.<a href=\"https:\/\/judithcurry.com\/2023\/07\/08\/how-much-warming-can-we-expect-in-the-21st-century\/#footnote2\"><sup>2)<\/sup><\/a>\u00a0<em>In the long term<\/em>, in this case, is more than 1000 years, but most of the temperature increase happens relatively fast.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The exact value for the climate sensitivity isn\u2019t known, and the uncertainty range has traditionally been\u00a0<em>very<\/em>\u00a0large. In 1979, the so-called Charney report found the climate sensitivity to be between 1.5 and 4.5\u00b0C. 34 years later, in 2013, the IPCC reached the exact same conclusion \u2013 that it\u2019s\u00a0<em>likely<\/em>\u00a0(66% probability) that the climate sensitivity is between 1.5 and 4.5\u00b0C. However,\u00a0<a href=\"https:\/\/www.carbonbrief.org\/explainer-how-scientists-estimate-climate-sensitivity\/\">the uncertainty in the Charney report may have been underestimated<\/a>. So even though the official climate sensitivity estimate didn\u2019t change, it wouldn\u2019t be correct to say that no progress was made during those 34 years.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">In climate science, there are several different\u00a0<em>types<\/em>\u00a0of climate sensitivity. I won\u2019t go into detail about the various types just yet, but I\u2019ll have something to say about some of them later in the article \u2013 when it becomes relevant. The type of climate sensitivity referred to above \u2013 in the Charney report and by the IPCC \u2013 is called\u00a0<em>equilibrium climate sensitivity<\/em>\u00a0(ECS).<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Why so much uncertainty? (Feedback effects)<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">There\u2019s broad agreement that without so-called\u00a0<em>feedback effects<\/em>, the equilibrium climate sensitivity (ECS) would be close to 1.2\u00b0C\u00a0<a href=\"https:\/\/judithcurry.com\/2023\/07\/08\/how-much-warming-can-we-expect-in-the-21st-century\/#footnote3\"><sup>3)<\/sup><\/a>, which is quite low and not particularly dangerous. The reason for the great uncertainty comes from how\u00a0<em>feedback effects<\/em>\u00a0affect the temperature.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">A feedback effect can be either positive or negative. A positive feedback effect amplifies warming, contributing to a higher climate sensitivity. A negative feedback dampens warming and contributes to a lower climate sensitivity.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The strengths of feedback effects can vary based on the atmosphere\u2019s temperature and composition, and how much of the Earth is covered by ice and vegetation, among other things. Earth\u2019s climate sensitivity is thus not a constant. And for this reason, the equilibrium climate sensitivity, ECS, has been defined as the long-term increase in temperature as a result of a doubling of CO<sub>2<\/sub>\u00a0<em>from pre-industrial levels<\/em>\u00a0(which was about 284 parts per million (ppm)).<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Atmospheric CO<sub>2<\/sub>\u00a0concentration currently stands at approximately 420 ppm, which means there\u2019s been a near 50% increase since the second half of the 19th century.<a href=\"https:\/\/judithcurry.com\/2023\/07\/08\/how-much-warming-can-we-expect-in-the-21st-century\/#footnote4\"><sup>4)<\/sup><\/a>\u00a0Since the concentration of CO<sub>2<\/sub>\u00a0hasn\u2019t yet doubled (and also since\u00a0<em>the long term<\/em>\u00a0is a long way away), the temperature has risen less than than the magnitude of the equilibrium climate sensitivity. To be more precise, the temperature increase has been approximately 1.2\u00b0C over the past 150 years.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Types of feedback mechanisms<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">There are several&nbsp;<a href=\"https:\/\/en.wikipedia.org\/wiki\/Climate_change_feedback\">different feedback mechanisms<\/a>. Here are some of the most important ones:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Water vapor<\/strong>. Increased amounts of greenhouse gases in the atmosphere cause higher temperatures. A higher temperature then allows the atmosphere to hold more water vapor, and since water vapor is a strong greenhouse gas, the increased amount of water vapor in the atmosphere causes the temperature to rise even more.<a href=\"https:\/\/judithcurry.com\/2023\/07\/08\/how-much-warming-can-we-expect-in-the-21st-century\/#footnote5\"><sup>5)<\/sup><\/a>&nbsp;The feedback effect from water vapor is therefore said to be positive.<\/li>\n\n\n\n<li><strong>Lapse rate<\/strong>\u00a0is how the temperature changes with altitude. The higher up you go in the lower atmosphere (troposphere), the colder it gets \u2013\u00a0<a href=\"https:\/\/www.britannica.com\/science\/lapse-rate\">on average about 6.5\u00b0C colder per kilometer up<\/a>. So the\u00a0<em>lapse rate<\/em>\u00a0is said to be 6.5\u00b0C per kilometer in the lower atmosphere.<br>The feedback from lapse rate is related to the feedback from water vapor, and the two are often considered together. More water vapor causes the temperature to rise more higher up in the atmosphere than closer to the Earth\u2019s surface. This is because the air is generally drier higher up, and so at those altitudes the increased amounts of water vapor has a larger effect on the temperature. The increased temperature at higher altitudes then contributes to more radiation to space, which causes the Earth to cool more. This means that the feedback effect from lapse rate is\u00a0<em>negative<\/em>. However, the combined effect of water vapor and lapse rate is positive.<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"723\" height=\"615\" data-attachment-id=\"266287\" data-permalink=\"https:\/\/climatescience.press\/?attachment_id=266287\" data-orig-file=\"https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2023\/07\/0Screen-Shot-2023-07-08-at-8.24.32-AM.webp?fit=768%2C653&amp;ssl=1\" data-orig-size=\"768,653\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"0Screen-Shot-2023-07-08-at-8.24.32-AM\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2023\/07\/0Screen-Shot-2023-07-08-at-8.24.32-AM.webp?fit=723%2C615&amp;ssl=1\" src=\"https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2023\/07\/0Screen-Shot-2023-07-08-at-8.24.32-AM.webp?resize=723%2C615&#038;ssl=1\" alt=\"\" class=\"wp-image-266287\" srcset=\"https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2023\/07\/0Screen-Shot-2023-07-08-at-8.24.32-AM.webp?w=768&amp;ssl=1 768w, https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2023\/07\/0Screen-Shot-2023-07-08-at-8.24.32-AM.webp?resize=300%2C255&amp;ssl=1 300w\" sizes=\"auto, (max-width: 723px) 100vw, 723px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><em>How temperature changes with altitude in the lower atmosphere. Image found on&nbsp;<\/em><a href=\"https:\/\/www.sciencedirect.com\/topics\/earth-and-planetary-sciences\/adiabatic-lapse-rate\"><em>ScienceDirect<\/em><\/a><em>&nbsp;(from the book&nbsp;<\/em><a href=\"https:\/\/www.sciencedirect.com\/book\/9780128119891\/environmental-management\"><em>Environmental Management<\/em><\/a><em>).<\/em><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Clouds<\/strong>. Without clouds, the temperature on Earth would be significantly higher than today, but not all clouds have a net cooling effect. Different types of clouds have a different effect on the temperature. On average, high clouds have a warming effect, while low clouds tend to have a cooling effect. When assessing whether total cloud feedback is positive or negative, one must determine whether clouds in a warmer atmosphere on average will have a greater or lesser warming effect than they do now. There is some uncertainty about this, but according to the IPCC, it\u2019s very likely (over 90%) that the feedback effect from clouds is positive, and that therefore changes in cloud cover as a result of increased temperature will amplify the temperature increase.<\/li>\n\n\n\n<li><strong>Surface Albedo Changes<\/strong>. Earth\u2019s surface&nbsp;<em>albedo<\/em>&nbsp;says how much solar radiation the Earth reflects directly back to space. Currently, it\u2019s around 0.3, which means that the Earth reflects 30% of the incoming solar radiation. The part of the solar radiation that\u2019s reflected does not contribute to warming.<br>The Earth\u2019s albedo can change, for example, when a larger or smaller part of the surface is covered by ice and snow. A higher temperature generally leads to less ice cover, which in turn leads to higher temperatures still, since less radiation is reflected (the albedo decreases). The albedo change resulting from changes in ice cover is a&nbsp;<em>positive<\/em>&nbsp;feedback effect.<br>(Changes in albedo due to changes in cloud cover are included in the cloud feedback.)<\/li>\n\n\n\n<li><strong>Planck Feedback<\/strong>. A warm object radiates more than a cold object. Or in the case of the Earth: A warm planet radiates more to space than a cold planet. As the Earth warms, it radiates more energy to space, which cools the planet and reduces the rate of warming. The Planck feedback is a strongly negative feedback.<a href=\"https:\/\/judithcurry.com\/2023\/07\/08\/how-much-warming-can-we-expect-in-the-21st-century\/#footnote6\"><sup>6)<\/sup><\/a><sup><br><\/sup>Actually, the Planck feedback is already included in the calculation of how much the temperature would rise in the absence of (other) feedback effects. In this sense, the Planck feedback is different than the other feedbacks, and it may be best not to think of it as an actual feedback effect, but rather as a fundamental property of physical objects. The Planck feedback is sometimes referred to as&nbsp;<em>Planck response<\/em>&nbsp;or&nbsp;<em>no-feedback response<\/em>.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Different ways to calculate climate sensitivity<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">There are several ways to calculate climate sensitivity. We can base it on the historical record of the past 150 years, where we know approximately how temperature, greenhouse gases, aerosols etc have changed (<em>historical evidence<\/em>). Or we can estimate the strengths of the various known feedback mechanisms and sum them (<em>process evidence<\/em>). Or it can be calculated based on how much average temperature has changed since the last ice age glaciation or other warm or cold periods in the Earth\u2019s history (<em>paleo evidence<\/em>). A fourth possibility is to use climate models \u2013 large computer programs that attempt to simulate Earth\u2019s past and future climate under different assumptions.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Sherwood20<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">In 2020, a large study by 25 authors was published, and it combined the first three of the above-mentioned methods. So they did not calculate climate sensitivity from climate models directly, although the study oftentimes relies on climate models to substantiate some of their values and assumptions.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The study\u2019s title is\u00a0<a href=\"https:\/\/agupubs.onlinelibrary.wiley.com\/doi\/full\/10.1029\/2019RG000678\">An Assessment of Earth\u2019s Climate Sensitivity Using Multiple Lines of Evidence<\/a>. Steven Sherwood is lead author, and so the study is often referred to as\u00a0<em>Sherwood et al 2020<\/em>. To simplify further, I\u2019ll just call it Sherwood20.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Sherwood20 concluded that the climate sensitivity is\u00a0<em>likely<\/em>\u00a0(66% probability) between 2.6 and 3.9\u00b0C, with 3.1 degrees as the\u00a0<em>median<\/em>\u00a0value. (It\u2019s equally likely that climate sensitivity is higher (50%) or lower (also 50%) than the median.)<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The latest IPCC scientific report (AR6) put great emphasis on Sherwood20, and the IPCC, in turn, concluded that climate sensitivity is\u00a0<em>likely<\/em>\u00a0between 2.5 and 4.0\u00b0C, a significant narrowing of their previous uncertainty range.<br>(Note, however, that Sherwood20 and the IPCC focused on different types of climate sensitivities, so their respective values aren\u2019t directly comparable.<a href=\"https:\/\/judithcurry.com\/2023\/07\/08\/how-much-warming-can-we-expect-in-the-21st-century\/#footnote7\"><sup>7)<\/sup><\/a>)<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Sherwood20 thoroughly examines all factors that they believe affect climate sensitivity and discusses sources of uncertainty.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Process evidence: Climate sensitivity calculated by adding up feedback effects<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The feedback effects that Sherwood20 focused on were primarily the five that I listed earlier. Other feedbacks were estimated as having no net effect. To calculate the climate sensitivity based on feedback effects, the first step is to add up the strengths of each individual feedback effect, and then there\u2019s a simple formula to convert from total feedback strength to climate sensitivity.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The\u00a0<em>cloud<\/em>\u00a0feedback has the largest uncertainty of the various feedback effects. This is true even though the uncertainty has been reduced in recent years.<a href=\"https:\/\/judithcurry.com\/2023\/07\/08\/how-much-warming-can-we-expect-in-the-21st-century\/#footnote8\"><sup>8)<\/sup><\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Historical evidence: Climate sensitivity calculated from temperature and other data over the past 150 years<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Within some margin of error, we know how the Earth\u2019s surface air temperature has varied over the past 150 years. We also know roughly how the amount of greenhouse gases in the atmosphere has increased \u2013 at least since 1958, when the Mauna Loa observatory started measuring atmospheric CO<sub>2<\/sub>. But in order to calculate the climate sensitivity to CO<sub>2<\/sub>, we also need to know the effect that other drivers of climate change, including aerosols, have had on the temperature and ideally also how the temperature would have changed without human influence. In addition, there\u2019s something called the&nbsp;<em>pattern effect<\/em>, which, along with aerosols, is what contributes most to the uncertainty in the climate sensitivity when it\u2019s calculated from&nbsp;<em>historical evidence<\/em>.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Aerosols<\/strong>: Translated from&nbsp;<a href=\"https:\/\/no.wikipedia.org\/wiki\/Tilbakekoblingsmekanisme_(klima)#Tilbakekobling_p.C3.A5_grunn_av_aerosoler\">Norwegian Wikipedia<\/a>, aerosols are \u201csmall particles of liquid or solid in the atmosphere, but not clouds or raindrops. These can have a natural origin or be human-made. Aerosols can affect the climate in various complex ways by affecting Earth\u2019s radiation balance and cloud formation. Studies suggest that these have been released since the start of the Industrial Revolution and have had a cooling effect.\u201d<br>The uncertainty in how aerosols affect the temperature is surprisingly large, but they likely have a net cooling effect. The main reason for the large uncertainty is a lack of knowledge about how aerosols interact with clouds.<a href=\"https:\/\/judithcurry.com\/2023\/07\/08\/how-much-warming-can-we-expect-in-the-21st-century\/#footnote9\"><sup>9)<\/sup><\/a>&nbsp;Along with greenhouse gases, certain aerosols are released during the combustion of fossil fuels, but with newer technologies, the release of aerosols from combustion is being reduced.<br>If aerosols have a strong cooling effect, it means they\u2019ve counteracted a significant part of the warming from greenhouse gases. If so, the climate sensitivity to CO<sub>2<\/sub>&nbsp;must be relatively high. If the cooling effect from aerosols is smaller, it implies a lower climate sensitivity.<\/li>\n\n\n\n<li><strong>The pattern effect<\/strong>: Different geographical regions have experienced different amounts of warming since the 1800s.<a href=\"https:\/\/judithcurry.com\/2023\/07\/08\/how-much-warming-can-we-expect-in-the-21st-century\/#footnote10\"><sup>10)<\/sup><\/a>&nbsp;Following some previous work, Sherwood20 assumes that areas that have experienced little warming will eventually \u201ccatch up\u201d with areas that have experienced more warming, and that this will lead to cloud feedback becoming more positive. However, this may not necessarily happen this century.<a href=\"https:\/\/judithcurry.com\/2023\/07\/08\/how-much-warming-can-we-expect-in-the-21st-century\/#footnote11\"><sup>11)<\/sup><\/a>&nbsp;There are few climate sensitivity studies prior to Sherwood20 that take the pattern effect into account, and there\u2019s considerable uncertainty about its magnitude. As a result, the uncertainty in the climate sensitivity as calculated from&nbsp;<em>historical evidence<\/em>&nbsp;is significantly larger in Sherwood20 than in the earlier studies.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Paleo evidence: Climate sensitivity estimated from previous warm and cold periods<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Sherwood20 used one past cold period and one warm period to calculate the climate sensitivity based on paleo evidence (past climates). They also looked at one additional warm period (PETM \u2013 Paleocene-Eocene Thermal Maximum, 56 million years ago), but didn\u2019t use the results from that period when calculating their main results.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"723\" height=\"345\" data-attachment-id=\"266291\" data-permalink=\"https:\/\/climatescience.press\/?attachment_id=266291\" data-orig-file=\"https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2023\/07\/0Screen-Shot-2023-07-08-at-8.25.51-AM.webp?fit=768%2C367&amp;ssl=1\" data-orig-size=\"768,367\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"0Screen-Shot-2023-07-08-at-8.25.51-AM\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2023\/07\/0Screen-Shot-2023-07-08-at-8.25.51-AM.webp?fit=723%2C345&amp;ssl=1\" src=\"https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2023\/07\/0Screen-Shot-2023-07-08-at-8.25.51-AM.webp?resize=723%2C345&#038;ssl=1\" alt=\"\" class=\"wp-image-266291\" srcset=\"https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2023\/07\/0Screen-Shot-2023-07-08-at-8.25.51-AM.webp?w=768&amp;ssl=1 768w, https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2023\/07\/0Screen-Shot-2023-07-08-at-8.25.51-AM.webp?resize=300%2C143&amp;ssl=1 300w\" sizes=\"auto, (max-width: 723px) 100vw, 723px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><em>Temperature trends for the past 65 million years. Figure from\u00a0<\/em><a href=\"https:\/\/www.pnas.org\/doi\/10.1073\/pnas.1809600115\"><em>Burke et al 2018<\/em><\/a><em>. The original image also contained different future projections, but I\u2019ve removed that part of the image. Note that there are 5 different scales on the time axis.<\/em><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The cold period that Sherwood20 looked at was the coldest period in the last ice age glaciation (Last Glacial Maximum, LGM), about 20,000 years ago (20 \u201ckyr Before Present\u201d in the graph), when, according to the study, Earth\u2019s temperature was 5\u00b11\u00b0C below pre-industrial temperature (so 6\u00b11\u00b0C colder than today).<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The warm period they looked at was the mid-Pliocene Warm Period (mPWP), about 3 million years ago (3 \u201cMyr Before Present\u201d in the graph), when the temperature was 3\u00b11\u00b0C higher than pre-industrial (2\u00b11\u00b0C warmer than today).<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">It may not be obvious that it\u2019s possible to calculate the atmosphere\u2019s climate sensitivity to CO<sub>2<\/sub>\u00a0based on what the temperature was in previous warm or cold periods. The reason it\u00a0<em>is<\/em>\u00a0possible is that we can also talk about the atmosphere\u2019s climate sensitivity in a more general sense, without specifically taking CO<sub>2<\/sub>\u00a0into consideration.<a href=\"https:\/\/judithcurry.com\/2023\/07\/08\/how-much-warming-can-we-expect-in-the-21st-century\/#footnote12\"><sup>12)<\/sup><\/a>\u00a0I\u2019ll try to explain.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">If the Earth receives more energy than it radiates back to space, the Earth\u2019s temperature will rise. If climate sensitivity is high, the temperature will rise by a relatively large amount. If climate sensitivity is low, the temperature will rise less.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Regardless of what non-temperature factor causes a change in the balance between incoming and outgoing energy \u2013 whether it\u2019s due to more greenhouse gases or a stronger sun, or to ice sheets reflecting more sunlight \u2013 the result is (approximately) the same. What matters (most) is the size of the change, not what causes it.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">So if we know how much warmer or colder Earth was in an earlier time period, and if we also know how much more or less energy the Earth received at that time compared to now, then it should be possible to calculate how sensitive the atmosphere is to\u00a0<em>a change in incoming energy<\/em>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">When we know this general climate sensitivity, and when we also know what CO<sub>2<\/sub>\u00a0does to the atmosphere\u2019s energy balance, then it\u2019s possible to calculate the atmosphere\u2019s climate sensitivity to CO<sub>2<\/sub>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">When it comes to what CO<sub>2<\/sub>\u00a0does to the atmosphere\u2019s energy balance, it\u2019s been found that a doubling of CO<sub>2<\/sub>\u00a0reduces radiation to space by\u00a0<a href=\"https:\/\/www.realclimate.org\/index.php\/archives\/2022\/07\/the-cos2-problem-in-six-easy-steps-2022-update\/\">about 4 watts per square meter<\/a>\u00a0(W\/m<sup>2<\/sup>) over the entire atmosphere.<a href=\"https:\/\/judithcurry.com\/2023\/07\/08\/how-much-warming-can-we-expect-in-the-21st-century\/#footnote13\"><sup>13)<\/sup><\/a>\u00a0Less radiation to space means that more energy stays in the atmosphere, raising temperatures until outgoing radiation again balances incoming radiation.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">All of this means that it\u2019s possible (in theory) that the amount of CO<sub>2<\/sub>\u00a0in the atmosphere was the same today and at an earlier time when temperatures were quite different from today, and even if CO<sub>2<\/sub>\u00a0levels were the same (and some other factor(s) caused the temperature difference), it would be possible to calculate the atmosphere\u2019s climate sensitivity\u00a0<em>to CO<sub>2<\/sub><\/em>\u00a0\u2013 because we know approximately what a doubling of CO<sub>2<\/sub>\u00a0does to the atmosphere\u2019s energy balance.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">When scientists estimate the climate sensitivity from past warm or cold periods, they\u2019re looking at very long time spans. This means that all the slow feedbacks have had time to take effect, and we can then find the \u201creal\u201d long-term climate sensitivity. Based on what I\u2019ve written earlier, you would probably think this is the\u00a0<em>equilibrium climate sensitivity<\/em>, ECS. However, in the definition of ECS, the Earth\u2019s ice cover is kept constant, so ECS is in a way a theoretical \u2013 not a\u00a0<em>real<\/em>\u00a0\u2013 climate sensitivity. The\u00a0<em>real<\/em>\u00a0long-term climate sensitivity is called\u00a0<em>Earth system sensitivity<\/em>, or ESS for short.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The climate sensitivity that Sherwood20 calculated is called\u00a0<em>effective climate sensitivity<\/em>\u00a0(S) and is an approximation of ECS. ECS is likely higher than S, and ESS is likely significantly higher than ECS (so S &lt; ECS &lt; ESS).<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Even though ESS is the true very long-term climate sensitivity, S is actually the most relevant climate sensitivity for us, since we\u2019re most interested in what will happen in the relatively near term \u2013 the next century or two. Sherwood20 writes:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><em>Crucially, effective sensitivity (or other measures based on behavior within a century or two of applying the forcing) is more relevant to the time scales of greatest interest (i.e., the next century) than is equilibrium sensitivity[.]<\/em><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">As we\u2019ve seen, Sherwood20 combined climate sensitivities from three different\u00a0<em>lines of evidence<\/em>\u00a0(meaning that they combined climate sensitivities that had been calculated in three different\/independent ways). For\u00a0<em>historical<\/em>\u00a0and\u00a0<em>process<\/em>\u00a0evidence, Sherwood20 calculated effective climate sensitivity (S). But the type of climate sensitivity that is most easily calculated from\u00a0<em>paleo<\/em>\u00a0evidence is Earth system sensitivity (ESS). So to be able to directly compare, and then combine, the climate sensitivities from all three lines of evidence, they needed to convert from ESS to S.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">According to Sherwood20, ESS was around 50% higher than ECS during the mPWP warm period. During the much warmer PETM, Sherwood20 assumed that ESS and ECS were approximately the same since there weren\u2019t any large permanent ice-sheets during that warm period \u2013 and hence no significant changes in ice-cover.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">For the more recent LGM, however, it was actually possible to calculate ECS directly (instead of ESS), by treating slow feedbacks as\u00a0<em>forcings<\/em>\u00a0rather than\u00a0<em>feedbacks<\/em>.<a href=\"https:\/\/judithcurry.com\/2023\/07\/08\/how-much-warming-can-we-expect-in-the-21st-century\/#footnote14\"><sup>14)<\/sup><\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Naturally, there\u2019s significant uncertainty involved when calculating climate sensitivity based on previous warm and cold periods (paleo evidence). We don\u2019t know what the Earth\u2019s exact average temperature was, and we also don\u2019t know exactly how much more or less energy the Earth received at that time compared to today (or surrounding time periods). Still, according to Sherwood20, the uncertainty in the climate sensitivity as calculated from paleo evidence isn\u2019t necessarily greater than for the other lines of evidence.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Sherwood20\u2019s conclusion<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">According to Sherwood20, \u201cthere is substantial overlap between the lines of evidence\u201d used to calculate climate sensitivity, and the \u201cmaximum likelihood values are all fairly close\u201d, as can be seen in the graph (b) below. (However, the\u00a0<em>median<\/em>\u00a0value for historical evidence has a surprisingly high value of 5.82\u00b0C).<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">This is Figure 20 from Sherwood20 and shows their main results. The figure shows how likely different climate sensitivities (S) are for each of their three lines of evidence \u2013 in addition to the combined likelihood (black curve). The higher the curve goes, the greater the likelihood. We see that the most likely value is just under 3\u00b0C, but the median value is 3.1\u00b0C.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"723\" height=\"630\" data-attachment-id=\"266297\" data-permalink=\"https:\/\/climatescience.press\/?attachment_id=266297\" data-orig-file=\"https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2023\/07\/0Screen-Shot-2023-07-08-at-9.07.41-AM.webp?fit=768%2C669&amp;ssl=1\" data-orig-size=\"768,669\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"0Screen-Shot-2023-07-08-at-9.07.41-AM\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2023\/07\/0Screen-Shot-2023-07-08-at-9.07.41-AM.webp?fit=723%2C630&amp;ssl=1\" src=\"https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2023\/07\/0Screen-Shot-2023-07-08-at-9.07.41-AM.webp?resize=723%2C630&#038;ssl=1\" alt=\"\" class=\"wp-image-266297\" srcset=\"https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2023\/07\/0Screen-Shot-2023-07-08-at-9.07.41-AM.webp?w=768&amp;ssl=1 768w, https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2023\/07\/0Screen-Shot-2023-07-08-at-9.07.41-AM.webp?resize=300%2C261&amp;ssl=1 300w\" sizes=\"auto, (max-width: 723px) 100vw, 723px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">Gavin Schmidt, one of the co-authors of Sherwood20, has also written\u00a0<a href=\"https:\/\/www.realclimate.org\/index.php\/archives\/2020\/07\/climate-sensitivity-a-new-assessment\/\">a summary of the study on RealClimate<\/a>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Critique of Sherwood20<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Nic Lewis is a British mathematician and physicist who entered the field of climate science after being inspired by Stephen McIntyre. McIntyre had criticized the perhaps most important study behind the hockey stick graph used in IPCC\u2019s third assessment report from 2001. (See\u00a0<a href=\"https:\/\/haakonsk.blog\/why-everyone-should-be-a-climate-skeptic\/\">this earlier post I wrote<\/a>, which talks about the hockey stick controversy, among other things.)<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">In general, Lewis\u2019 research points to a lower climate sensitivity than IPCC\u2019s estimates.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Here\u2019s a 2019 talk by Nic Lewis on the topic of climate sensitivity. I highly recommend it:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Lewis has published a total of\u00a0<a href=\"https:\/\/nicholaslewis.org\/peer-reviewed-publications\/\">10 studies<\/a>\u00a0related to climate sensitivity, and Sherwood20 referenced studies where Lewis was the main (or only) author 16 times. In September 2022, Lewis published a study,\u00a0<a href=\"https:\/\/link.springer.com\/article\/10.1007\/s00382-022-06468-x\">Objectively Combining Climate Sensitivity Evidence<\/a>, where he discusses and corrects Sherwood20. I will refer to this new study as\u00a0<em>Lewis22<\/em>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">In\u00a0<a href=\"https:\/\/nicholaslewis.org\/wp-content\/uploads\/2022\/09\/Lewis_Objectively-combining-climate-sensitivity-evidence_2022-Clim-Dyn-Detailed-Summary.pdf\">an article that summarizes Lewis22<\/a>, Lewis argues that Sherwood20\u2019s methodology of combining different lines of evidence to calculate the climate sensitivity is sound:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">This is a strong scientific approach, in that it utilizes a broad base of evidence and avoids direct dependence on [<em>Global Climate Model<\/em>] climate sensitivities. Such an approach should be able to provide more precise and reliable estimation of climate sensitivity than that in previous IPCC assessment reports.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Lewis writes in the article that since 2015, he has published several studies that describe how to combine \u201cmultiple lines of evidence regarding climate sensitivity using an Objective Bayesian statistical approach\u201d. Although Sherwood20 was well aware of Nic Lewis\u2019 studies, Sherwood20 had chosen a (simpler)\u00a0<em>subjective<\/em>\u00a0method instead. According to Lewis, the subjective method \u201cmay produce uncertainty ranges that poorly match confidence intervals\u201d. Lewis therefore decided to replicate Sherwood20 using the\u00a0<em>objective<\/em>\u00a0method. He also wanted to check Sherwood20\u2019s estimates and data.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The authors of Sherwood20 had, however, made a deliberate choice to use the subjective method. In\u00a0<a href=\"https:\/\/www.realclimate.org\/index.php\/archives\/2020\/07\/climate-sensitivity-a-new-assessment\/\">Schmidt\u2019s article on RealClimate<\/a>, we can see that Sherwood20 thought the subjective method was more appropriate:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Attempts to avoid subjectivity (so-called \u2018objective\u2019 Bayesian approaches) end up with unjustifiable priors (things that no-one would have suggested before the calculation) whose mathematical properties are more important than their realism.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">By using the objective method instead of the subjective one, and by also using an appropriate likelihood estimation method,<a href=\"https:\/\/judithcurry.com\/2023\/07\/08\/how-much-warming-can-we-expect-in-the-21st-century\/#footnote15\"><sup>15)<\/sup><\/a>\u00a0the result was actually a slightly\u00a0<em>higher<\/em>\u00a0climate sensitivity. The median climate sensitivity increased from 3.10 to 3.23\u00b0C.\u00a0<a href=\"https:\/\/nicholaslewis.org\/wp-content\/uploads\/2022\/09\/Lewis_Objectively-combining-climate-sensitivity-evidence_2022-Clim-Dyn-Detailed-Summary.pdf\">Lewis comments<\/a>:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">As it happens, neither the use of a Subjective Bayesian method nor the flawed likelihood estimation\u00a0led to significant bias in Sherwood20\u2019s estimate of [the climate sensitivity] S when all lines of evidence were combined. Nevertheless, for there to be confidence in the results obtained, sound statistical methods that can be expected to produce reliable parameter estimation must be used.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">However, after correcting some other errors and using newer data, including from IPCC\u2019s latest scientific report from 2021 (AR6), the most likely value for the effective climate sensitivity fell to 2.25\u00b0C. By also using data that Lewis considered as better justified (not newer), the climate sensitivity was revised down by another 0.09\u00b0C, to 2.16\u00b0C.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The data changes made by Lewis22 are in part explained in the study and in part in an appendix to the study (<a href=\"https:\/\/static-content.springer.com\/esm\/art%3A10.1007%2Fs00382-022-06468-x\/MediaObjects\/382_2022_6468_MOESM1_ESM.pdf\">Supporting Information<\/a>, S5). In addition to discussing data values that he changed, in the appendix, Lewis also discusses some data values that he conservatively chose not to change \u2013 even though he thought Sherwood20\u2019s values weren\u2019t optimal. So a case could actually be made for an even lower effective climate sensitivity than the 2,16\u00b0C that Lewis found in his study.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The figure below is taken from\u00a0<a href=\"https:\/\/static-content.springer.com\/esm\/art%3A10.1007%2Fs00382-022-06468-x\/MediaObjects\/382_2022_6468_MOESM1_ESM.pdf\">Lewis\u2019 summary of Lewis22<\/a>\u00a0and shows Lewis\u2019 results compared to Sherwood20\u2019s:<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"723\" height=\"386\" data-attachment-id=\"266301\" data-permalink=\"https:\/\/climatescience.press\/?attachment_id=266301\" data-orig-file=\"https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2023\/07\/0Screen-Shot-2023-07-08-at-9.08.43-AM.webp?fit=768%2C410&amp;ssl=1\" data-orig-size=\"768,410\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"0Screen-Shot-2023-07-08-at-9.08.43-AM\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2023\/07\/0Screen-Shot-2023-07-08-at-9.08.43-AM.webp?fit=723%2C386&amp;ssl=1\" src=\"https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2023\/07\/0Screen-Shot-2023-07-08-at-9.08.43-AM.webp?resize=723%2C386&#038;ssl=1\" alt=\"\" class=\"wp-image-266301\" srcset=\"https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2023\/07\/0Screen-Shot-2023-07-08-at-9.08.43-AM.webp?w=768&amp;ssl=1 768w, https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2023\/07\/0Screen-Shot-2023-07-08-at-9.08.43-AM.webp?resize=300%2C160&amp;ssl=1 300w\" sizes=\"auto, (max-width: 723px) 100vw, 723px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">In (a), (b), and (d), dashed lines represent results from Sherwood20, while solid lines are from Lewis22. In (b), we see that the three lines of evidence for calculating the climate sensitivity coincide nicely for Lewis22, while the variation is slightly larger in Sherwood20. Additionally, the uncertainty is lower (the curves are narrower) in Lewis22, especially for historical evidence (data from the past 150 years). PETM is the warm period that Sherwood20 didn\u2019t include in the calculation of the combined climate sensitivity (PETM = Paleocene-Eocene Thermal Maximum, about 56 million years ago, when temperatures were about 12\u00b0C higher than now).<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>The details: Why Lewis22 found a lower climate sensitivity than Sherwood20<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">In this section, I\u2019ll try to explain in more detail why Lewis22 found a lower climate sensitivity than Sherwood20. This is the most technical part of this article, and if you\u2019re not interested in the details, you may want to skip ahead to\u00a0<a href=\"https:\/\/judithcurry.com\/2023\/07\/08\/how-much-warming-can-we-expect-in-the-21st-century\/#future-emissions\">the section on future emissions<\/a>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Values with blue text are the same as in IPCC\u2019s latest assessment report (AR6). Values with yellow background in Lewis22 are conservative choices.<a href=\"https:\/\/judithcurry.com\/2023\/07\/08\/how-much-warming-can-we-expect-in-the-21st-century\/#footnote16\"><sup>16)<\/sup><\/a>\u00a0Less conservative choices would have resulted in a lower climate sensitivity. The data changes in Lewis22 are discussed under\u00a0<a href=\"https:\/\/link.springer.com\/article\/10.1007\/s00382-022-06468-x#Sec12\">Review and revision of S20 data-variable assumptions<\/a>\u00a0in Lewis22 and in section S5 of\u00a0<a href=\"https:\/\/static-content.springer.com\/esm\/art%3A10.1007%2Fs00382-022-06468-x\/MediaObjects\/382_2022_6468_MOESM1_ESM.pdf\">Supporting Information<\/a>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Historical evidence (data from the past 150 years)<\/strong><\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" data-attachment-id=\"266302\" data-permalink=\"https:\/\/climatescience.press\/?attachment_id=266302\" data-orig-file=\"https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2023\/07\/image-247.png?fit=374%2C206&amp;ssl=1\" data-orig-size=\"374,206\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"image-247\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2023\/07\/image-247.png?fit=374%2C206&amp;ssl=1\" src=\"https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2023\/07\/image-247.png?resize=470%2C127&#038;ssl=1\" alt=\"\" class=\"wp-image-266302\" width=\"470\" height=\"127\"\/><\/figure>\n<\/div>\n\n\n<figure class=\"wp-block-table\"><table><tbody><tr><td><strong><br>Sherwood20<\/strong><\/td><td><strong>Lewis22<\/strong><\/td><\/tr><tr><td>\u0394F<sub>CO2<\/sub><\/td><td>1.731<\/td><td>1.724<\/td><\/tr><tr><td>\u0394F<sub>Other well-mixed greenhouse gases<\/sub><\/td><td>0.969<\/td><td>1.015<\/td><\/tr><tr><td>\u0394F<sub>Ozone<\/sub><\/td><td>0.298<\/td><td>0.400<\/td><\/tr><tr><td>\u0394F<sub>Land use<\/sub><\/td><td>-0.106<\/td><td>-0.150<\/td><\/tr><tr><td>\u0394F<sub>Stratospheric water vapor<\/sub><\/td><td>0.064<\/td><td>0.041<\/td><\/tr><tr><td>\u0394F<sub>Black carbon on snow and ice<\/sub><\/td><td>0.020<\/td><td>0.109<\/td><\/tr><tr><td>\u0394F<sub>Contrails og induced cirrus<\/sub><\/td><td>0.048<\/td><td>As Sherwood20<\/td><\/tr><tr><td>\u0394F<sub>Solar<\/sub><\/td><td>0.017<\/td><td>0.019<\/td><\/tr><tr><td>\u0394F<sub>Volcanic<\/sub><\/td><td>-0.113<\/td><td>0.044<\/td><\/tr><tr><td>\u0394F<sub>Aerosols<\/sub><\/td><td>-1.104<\/td><td>-0.860<\/td><\/tr><tr><td><strong>\u0394F<\/strong>&nbsp;(sum, difference in forcing, W\/m<sup>2<\/sup>)<\/td><td><strong>1.824<\/strong><\/td><td><strong>2.390<\/strong><\/td><\/tr><tr><td>\u0394N (W\/m<sup>2<\/sup>)<\/td><td>0.600 \u00b1 0.183<\/td><td>As Sherwood20<\/td><\/tr><tr><td>\u0394T (or \u0394T<sub>GMAT<\/sub>, \u00b0C)<\/td><td>1.03 + 0.085<\/td><td>0.94 \u00b1 0.095<\/td><\/tr><tr><td><strong>\u03bb<\/strong><strong><sub>hist<\/sub><\/strong>&nbsp;(W\/m<sup>2<\/sup>\/\u00b0C)<\/td><td><strong>-1.188<\/strong><\/td><td><strong>-1.915<\/strong><\/td><\/tr><tr><td>\ud835\udefe (scaling factor)<\/td><td>Omitted (1.00)<\/td><td>0.86 \u00b1 0.09<\/td><\/tr><tr><td>\u0394F<sub>2xCO2<\/sub>&nbsp;(W\/m<sup>2<\/sup>)<\/td><td>4,00 \u00b1 0,30<\/td><td>3.93 \u00b1 0.30<\/td><\/tr><tr><td>\u0394\u03bb (pattern effect, W\/m<sup>2<\/sup>\/\u00b0C)<\/td><td>0.500 \u00b1 0.305<\/td><td>0.350 \u00b1 0.305<\/td><\/tr><tr><td><strong>Climate sensitivity, S<\/strong>&nbsp;(\u00b0C)<\/td><td><strong>5.82<\/strong><\/td><td><strong>2.16<\/strong><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u0394F, \u0394N, and \u0394T<sub>GMAT<\/sub>\u00a0refer to differences between 1861-1880 and 2006-2018. \u0394F is the difference in\u00a0<a href=\"https:\/\/energyeducation.ca\/encyclopedia\/Climate_forcing\"><em>climate forcing<\/em><\/a>\u00a0(<em>climate forcing<\/em>\u00a0(or\u00a0<em>radiative forcing<\/em>) is something that\u00a0<em>forces<\/em>\u00a0the Earth\u2019s energy balance to change, e.g. a stronger\/weaker sun or more\/less greenhouse gases in the atmosphere). \u0394N is the change in radiative imbalance at the top of the atmosphere, measured in W\/m<sup>2<\/sup>. A positive \u0394N means that the radiative imbalance is greater now than at the end of the 19th century, and that the Earth is receiving more net energy now than then.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The exact \u0394F values that Lewis22 uses can\u2019t be found in IPCC AR6. The reason for this is that Sherwood20 and Lewis22 look at the period from 1861-1880 to 2006-2018, while the IPCC has been more interested in the period 1750 to 2019. Fortunately, though, IPCC has also included forcing values for 1850 and also for several years after 2000, so Lewis has been able to calculate \u0394F values with good accuracy (derived from official IPCC values, see\u00a0<a href=\"https:\/\/www.ipcc.ch\/report\/ar6\/wg1\/downloads\/report\/IPCC_AR6_WGI_AnnexIII.pdf\">table AIII.3 here<\/a>).<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">GMAT (Global Mean near-surface Air Temperature) is average air temperature above ground. GMST (Global Mean Surface Temperature) is the same but uses sea surface temperature instead of air temperature over the ocean. Sherwood20 converted \u0394T<sub>GMST<\/sub>\u00a0(0.94\u00b0C) to \u0394T<sub>GMAT<\/sub>\u00a0(1.03\u00b0C) based on results from climate models, which suggest that GMAT is higher than GMST. Lewis, however, points out that a higher GMAT than GMST hasn\u2019t been observed in the real world, and that, according to the IPCC AR6, the best estimate median difference between GMST and GMAT is 0. Lewis22 therefore uses a value for \u0394T<sub>GMAT<\/sub>\u00a0that\u2019s equal to \u0394T<sub>GMST<\/sub>. (See\u00a0<a href=\"https:\/\/static-content.springer.com\/esm\/art%3A10.1007%2Fs00382-022-06468-x\/MediaObjects\/382_2022_6468_MOESM1_ESM.pdf\">Supporting Information<\/a>, 5.2.1.)<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">When estimating effective climate sensitivity (S) from climate feedback (\u03bb), a scaling factor \ud835\udefe (gamma) is needed (for historical and process evidence). This is because Sherwood20 used\u00a0<em>linear regression<\/em>\u00a0to estimate S based on the ratio of \u0394N to \u0394T, a relationship that isn\u2019t strictly linear. The reason it\u2019s not linear is that, according to most climate models, climate feedback (\u03bb)\u00a0<em>weakens<\/em>\u00a0during the first decade following a sudden increase in CO<sub>2<\/sub>. (That \u03bb weakens means it gets closer to 0 (less negative), which means that climate sensitivity, S, increases.)<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Sherwood20] recognize this issue, conceding a similar overestimation of S, but neglect it, asserting incorrectly that it only affects feedback estimates from [Global Climate Models]. This misconception results in [Sherwood20]\u2019s estimates of\u00a0S\u00a0from Process and Historical evidence being biased high.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Lewis22 used numbers from the two most recent generations of climate models (CMIP5 and CMIP6) to determine that \ud835\udefe = 0.86.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">More technically, \ud835\udefe is the ratio of \u00a0to \u0394F<sub>2xCO2<\/sub>. You can read more about this in Lewis22 under\u00a0<a href=\"https:\/\/link.springer.com\/article\/10.1007\/s00382-022-06468-x#Sec2\">Climate Sensitivity Measures<\/a>,\u00a0<a href=\"https:\/\/link.springer.com\/article\/10.1007\/s00382-022-06468-x#Sec13\">F<sub>2xCO2<\/sub>\u00a0and its scaling when using Eq. (4)<\/a>\u00a0and\u00a0<a href=\"https:\/\/static-content.springer.com\/esm\/art%3A10.1007%2Fs00382-022-06468-x\/MediaObjects\/382_2022_6468_MOESM1_ESM.pdf\">Supporting Information<\/a>\u00a0(S1).<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The reason for the relatively large change in aerosol forcing (\u0394F<sub>Aerosols<\/sub>) is quite elaborate and advanced, so for that I\u2019ll have to refer you to the\u00a0<a href=\"https:\/\/static-content.springer.com\/esm\/art%3A10.1007%2Fs00382-022-06468-x\/MediaObjects\/382_2022_6468_MOESM1_ESM.pdf\">Supporting Information<\/a>\u00a0(5.2.3, starting from the third paragraph).<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The change Lewis22 made for the pattern effect (\u0394\u03bb) is in large part done because most datasets for sea surface temperature point to the so-called\u00a0<em>unforced<\/em>\u00a0component of the pattern effect (having to do with natural variation, see footnote 8) being very small. See\u00a0<a href=\"https:\/\/static-content.springer.com\/esm\/art%3A10.1007%2Fs00382-022-06468-x\/MediaObjects\/382_2022_6468_MOESM1_ESM.pdf\">Supporting Information<\/a>, 5.2.4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Process evidence (Adding up feedback effects):<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><tbody><tr><td><\/td><td><strong>Sherwood20<\/strong><\/td><td><strong>Lewis22<\/strong><\/td><\/tr><tr><td>\u03bb<sub>Water vapor + lapse rate<\/sub><\/td><td>1.15 \u00b1 0.15<\/td><td>As Sherwood20<\/td><\/tr><tr><td>\u03bb<sub>Cloud<\/sub><\/td><td>0.45 \u00b1 0.33<\/td><td>0.27 \u00b1 0.33<\/td><\/tr><tr><td>\u03bb<sub>Albedo<\/sub><\/td><td>0.30 \u00b1 0.15<\/td><td>As Sherwood20<\/td><\/tr><tr><td>\u03bb<sub>Planck<\/sub><\/td><td>-3.20 \u00b1 0.10<\/td><td>-3.25 \u00b1 0.10<\/td><\/tr><tr><td>\u03bb<sub>Other<\/sub><\/td><td>0.00 \u00b1 0.18<\/td><td>As Sherwood20<\/td><\/tr><tr><td><strong>\u03bb<\/strong>&nbsp;(Sum, feedback effects, W\/m<sup>2<\/sup>\/\u00b0C)<\/td><td><strong>-1.30 \u00b1 0.44<\/strong><\/td><td><strong>-1.53 \u00b1 0.44<\/strong><\/td><\/tr><tr><td>\ud835\udefe (Scaling factor)<\/td><td>Omitted (1.00)<\/td><td>0.86 \u00b1 0.09<\/td><\/tr><tr><td>\u0394F<sub>2xCO2<\/sub>&nbsp;(W\/m<sup>2<\/sup>)<\/td><td>4.00 \u00b1 0.30<\/td><td>3.93 \u00b1 0.30<\/td><\/tr><tr><td><strong>Climate sensitivity, S<\/strong>&nbsp;(\u00b0C)<\/td><td><strong>3.08<\/strong><\/td><td><strong>2.21<\/strong><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">Lewis adjusted the cloud feedback (\u03bb<sub>Cloud<\/sub>) down based on data from\u00a0<a href=\"https:\/\/www.nature.com\/articles\/s41558-021-01039-0\">Myers et al 2021<\/a>\u00a0(a more recent study than Sherwood20), which found a lower value for low-cloud feedback over the ocean (0-60\u00b0 from the equator). According to Myers et al 2021, the low-cloud feedback strength is 0.19 W\/m<sup>2<\/sup>\/\u00b0C, while Sherwood20 had used 0.37. The difference of 0.18 is how much the total cloud feedback strength was adjusted down in Lewis22. See\u00a0<a href=\"https:\/\/static-content.springer.com\/esm\/art%3A10.1007%2Fs00382-022-06468-x\/MediaObjects\/382_2022_6468_MOESM1_ESM.pdf\">Supporting Information<\/a>\u00a0(5.1.3) for more details.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">According to\u00a0<em>physical expectation<\/em>\u00a0(calculated from a formula) and also the latest climate models (CMIP6), the Planck feedback (\u03bb<sub>Planck<\/sub>) is -3.3 W\/m<sup>2<\/sup>\/\u00b0C. Sherwood20 acknowledged that the physical expectation for the Planck feedback is -3.3, but they put more weight on the previous generation of climate models (CMIP5) and used -3.2 as the value for the Planck feedback. Lewis22 adjusted the Planck feedback halfway from Sherwood20\u2019s estimate towards the value from physical expectation and CMIP6. See\u00a0<a href=\"https:\/\/static-content.springer.com\/esm\/art%3A10.1007%2Fs00382-022-06468-x\/MediaObjects\/382_2022_6468_MOESM1_ESM.pdf\">Supporting Information<\/a>\u00a0(5.1.2).<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">As a curiosity, the strength of the albedo feedback here has the same numerical value as the Earth\u2019s albedo, namely 0.30. That\u2019s merely a coincidence.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Paleo evidence (past cold and warm periods)<\/strong><\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>The coldest period during the last ice age glaciation (Last Glacial Maximum, LGM)<\/li>\n<\/ol>\n\n\n\n<figure class=\"wp-block-table\"><table><tbody><tr><td><\/td><td><strong>Sherwood20<\/strong><\/td><td><strong>Lewis22<\/strong><\/td><\/tr><tr><td>\u03b6 (how much higher ECS is than S)<\/td><td>0.06 \u00b1 0.20<\/td><td>0.135 \u00b1 0.10<\/td><\/tr><tr><td>\u0394F<sub>CO2<\/sub><\/td><td>-0.57 x \u0394F<sub>2xCO2<\/sub>&nbsp;= -2.28<\/td><td>-0.57 x \u0394F<sub>2xCO2<\/sub>&nbsp;= -2.24<\/td><\/tr><tr><td>\u0394F<sub>CH4<\/sub><\/td><td>-0.57<\/td><td>As Sherwood20<\/td><\/tr><tr><td>\u0394F<sub>N2O<\/sub><\/td><td>-0.28<\/td><td>As Sherwood20<\/td><\/tr><tr><td>\u0394F<sub>Land ice and sea level<\/sub><\/td><td>-3.20<\/td><td>-3.72<\/td><\/tr><tr><td>\u0394F<sub>Vegetation<\/sub><\/td><td>-1.10<\/td><td>As Sherwood20<\/td><\/tr><tr><td>\u0394F<sub>Dust (aerosol)<\/sub><\/td><td>-1.00<\/td><td>As Sherwood20<\/td><\/tr><tr><td><strong>\u0394F<\/strong>&nbsp;(difference i forcing, W\/m<sup>2<\/sup>)<\/td><td><strong>-8.43 \u00b1 2.00<\/strong><\/td><td><strong>-8.91 \u00b1 2,00<\/strong><\/td><\/tr><tr><td>\u0394T (difference in temperature, \u00b0C)<\/td><td>-5.0 \u00b1 1.00<\/td><td>-4.5 \u00b1 1,00<\/td><\/tr><tr><td>\u03b1 (state dependence)<\/td><td>0.10 \u00b1 0.10<\/td><td>As Sherwood20<\/td><\/tr><tr><td><strong>\u03bb<\/strong>&nbsp;(W\/m<sup>2<\/sup>\/\u00b0C)<\/td><td><strong>-1.522<\/strong><\/td><td><strong>-1.992<\/strong><\/td><\/tr><tr><td>\u0394F<sub>2xCO2<\/sub>&nbsp;(W\/m<sup>2<\/sup>)<\/td><td>4.00 \u00b1 0.30<\/td><td>3.93 \u00b1 0.30<\/td><\/tr><tr><td><strong>Climate sensitivity, S<\/strong>&nbsp;(\u00b0C)<\/td><td><strong>2.63<\/strong><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">Sherwood20 calculated \u03b6 (zeta; how much higher equilibrium climate sensitivity, ECS, is than the effective climate sensitivity, S) by looking at\u00a0<em>abrupt 4xCO<sub>2<\/sub>\u00a0simulations<\/em>\u00a0\u2013 computer simulations where the atmosphere\u2019s CO<sub>2<\/sub>\u00a0level is instantaneously quadrupled. Sherwood20 then divided the resulting climate forcing (\u0394F<sub>4xCO2<\/sub>) by 2 to find the climate forcing for a doubling of CO<sub>2<\/sub>\u00a0(\u0394F<sub>2xCO2<\/sub>). Lewis22 notes that the scaling factor of 2 \u201cwhile popular, is difficult to justify when the actual [scaling factor]\u00a0has been estimated with reasonable precision to be 2.10\u201d. However, Lewis did not use this method to calculate \u03b6 \u2013 instead, he extracted the \u03b6 value (0.135) directly from the results of climate models (or, to be more precise, from long-term simulations by climate models of warming after CO<sub>2<\/sub>\u00a0concentration was doubled or quadrupled, finding the same value in both cases). More details can be found under\u00a0<a href=\"https:\/\/link.springer.com\/article\/10.1007\/s00382-022-06468-x#Sec2\">Climate Sensitivity Measures<\/a>\u00a0in Lewis22.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0394F is the difference in climate forcing between the coldest period of the last ice age glaciation and pre-industrial times. \u0394T is the temperature difference between these periods.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Sherwood20\u2019s \u0394T estimate was 5.0\u00b0C. However, the mean \u0394T value for the studies that Sherwood20 based their estimate on was only 4.2\u00b0C (after, where necessary, adjusting values given in the studies to fairly reflect an observational (proxy-based) estimate of the temperature (GMAT) change). Lewis22 therefore adjusted Sherwood20\u2019s \u0394T estimate towards that value, from 5.0 to 4.5\u00b0C. See\u00a0<a href=\"https:\/\/static-content.springer.com\/esm\/art%3A10.1007%2Fs00382-022-06468-x\/MediaObjects\/382_2022_6468_MOESM1_ESM.pdf\">Supporting Information<\/a>, 5.3.2.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The reason for Lewis22\u2019s revision of \u0394F<sub>Land ice and sea level<\/sub>\u00a0was that Sherwood20 had omitted albedo changes resulting from lower sea levels. (The sea level was approximately 125 meters lower during the LGM than now, so Earth\u2019s land surface was larger during the LGM than now. Land reflects more solar radiation than water, so the Earth\u2019s albedo might have been higher during the LGM than what Sherwood20 assumed.) See\u00a0<a href=\"https:\/\/static-content.springer.com\/esm\/art%3A10.1007%2Fs00382-022-06468-x\/MediaObjects\/382_2022_6468_MOESM1_ESM.pdf\">Supporting Information<\/a>, 5.3.2.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u03b1 (alpha) says something about how climate sensitivity varies based on the state of Earth\u2019s climate system. What we\u2019re most interested in is the climate sensitivity for the current and near-future states of the climate system. Since climate sensitivity may be different for warm periods than cold periods (possibly higher in warm periods), we need to convert the climate sensitivity for any past warm or cold period to the current climate sensitivity. The \u03b1 parameter is included in an attempt to translate the climate sensitivity for the LGM cold period into the current climate sensitivity.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">In contrast to Sherwood20\u2019s assumption about the state dependence, Lewis22 writes that&nbsp;<a href=\"https:\/\/cp.copernicus.org\/articles\/17\/253\/2021\/\">a 2021 study by Zhu and Poulsen<\/a>&nbsp;\u201cfound that ocean feedback caused 25% higher LGM-estimated ECS.\u201d This would bring the LGM climate sensitivity closer to the current climate sensitivity. For this reason (and one other) Lewis thought Sherwood20\u2019s estimate for \u03b1 was questionable. Still, he retained it. See&nbsp;<a href=\"https:\/\/static-content.springer.com\/esm\/art%3A10.1007%2Fs00382-022-06468-x\/MediaObjects\/382_2022_6468_MOESM1_ESM.pdf\">Supporting Information<\/a>, 5.3.2 (last paragraph).<\/p>\n\n\n\n<ol class=\"wp-block-list\" start=\"2\">\n<li>Mid-Pliocene Warm Period (mPWP)<\/li>\n<\/ol>\n\n\n\n<figure class=\"wp-block-table\"><table><tbody><tr><td><\/td><td><strong>Sherwood20<\/strong><\/td><td><strong>Lewis22<\/strong><\/td><\/tr><tr><td>CO<sub>2<\/sub>&nbsp;(ppm)<\/td><td>375 \u00b1 25<\/td><td>As Sherwood20<\/td><\/tr><tr><td>\u0394F<sub>2xCO2<\/sub>&nbsp;(W\/m<sup>2<\/sup>)<\/td><td>4.00 \u00b1 0.30<\/td><td>3.93 \u00b1 0.30<\/td><\/tr><tr><td><strong>\u0394F<\/strong><strong><sub>CO2<\/sub><\/strong>&nbsp;(difference i forcing from CO2, W\/m<sup>2<\/sup>)<\/td><td><strong>1.604<\/strong><\/td><td><strong>1.576<\/strong><\/td><\/tr><tr><td>\u03b6 (how much higher ECS is than S)<\/td><td>0.06 \u00b1 0.20<\/td><td>0.135 \u00b1 0.10<\/td><\/tr><tr><td>f<sub>CH4<\/sub><\/td><td>0.40 \u00b1 0.10<\/td><td>As Sherwood20<\/td><\/tr><tr><td>f<sub>ESS<\/sub><\/td><td>0.50 \u00b1 0.25<\/td><td>0.67 \u00b1 0.40<\/td><\/tr><tr><td>\u0394T (\u00b0C)<\/td><td>3.00 \u00b1 1.00<\/td><td>2.48 \u00b1 1.25<\/td><\/tr><tr><td><strong>\u03bb<\/strong>&nbsp;(W\/m<sup>2<\/sup>\/\u00b0C)<\/td><td><strong>-1.190<\/strong><\/td><td><strong>-1.686<\/strong><\/td><\/tr><tr><td><strong>Climate sensitivity, S<\/strong>&nbsp;(\u00b0C)<\/td><td><strong>3.36<\/strong><\/td><td><strong>2.33<\/strong><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u0394T is the difference in temperature between the mid-Pliocene Warm Period (mPWP) and pre-industrial times. A positive value for the temperature difference means that mPWP was warmer. \u0394F<sub>CO2<\/sub>\u00a0is the difference in climate forcing (from CO<sub>2<\/sub>) between mPWP and pre-industrial. f<sub>CH4<\/sub>\u00a0is the estimated forcing change from methane (and actually also N<sub>2<\/sub>O\/nitrous oxide) relative to the forcing change from CO<sub>2<\/sub>\u00a0(so if the forcing change from CO<sub>2<\/sub>\u00a0is 1.6, then the forcing change from CH<sub>4<\/sub>\u00a0(and N<sub>2<\/sub>0) is 0.64). f<sub>ESS<\/sub>\u00a0is how much higher the climate sensitivity ESS is compared to the climate sensitivity ECS. The number 284 in the formula represents the pre-industrial CO<sub>2<\/sub>\u00a0level (measured in parts-per-million).<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Lewis22 used a newer value for f<sub>ESS<\/sub>\u00a0than Sherwood20. Sherwood20 obtained the value of 0.50 (or 50%) from\u00a0<a href=\"https:\/\/pastglobalchanges.org\/publications\/pages-magazines\/pages-magazine\/128661\">The Pliocene Model Intercomparison Project<\/a>\u00a0(which focuses on the Pliocene era) version 1 (PlioMIP1). The value of 0.67 (or 67%) used by Lewis22 was taken from PlioMIP2, a newer version of the PlioMIP project. See\u00a0<a href=\"https:\/\/static-content.springer.com\/esm\/art%3A10.1007%2Fs00382-022-06468-x\/MediaObjects\/382_2022_6468_MOESM1_ESM.pdf\">Supporting Information<\/a>, 5.3.3.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The change Lewis22 made to \u0394T was also based on PlioMIP2. Tropical temperatures during the mPWP were about 1.5\u00b0C higher than pre-industrial tropical temperatures. To determine the change in&nbsp;<em>global<\/em>&nbsp;temperature, Sherwood20 multiplied the change in&nbsp;<em>tropical<\/em>&nbsp;temperatures by 2 on the grounds that average global temperature has changed about twice as much as tropical temperature over the last 500,000 years. However, conditions on Earth were different during the mPWP three million years ago, with much less extensive ice sheets than at present. The PlioMIP2 project has used climate models to estimate that changes in global temperature may have been about 1.65 times higher than changes in tropical temperature during the Pliocene. Lewis22 used this value and consequently multiplied the tropical temperature change (1.5\u00b0C) by 1.65 instead of by 2. This changes \u0394T from 3.00\u00b0C down to 2.48\u00b0C. See&nbsp;<a href=\"https:\/\/static-content.springer.com\/esm\/art%3A10.1007%2Fs00382-022-06468-x\/MediaObjects\/382_2022_6468_MOESM1_ESM.pdf\">Supporting Information<\/a>, 5.3.3.<\/p>\n\n\n\n<ol class=\"wp-block-list\" start=\"3\">\n<li>Paleocene\u2013Eocene Thermal Maximum (PETM):<\/li>\n<\/ol>\n\n\n\n<figure class=\"wp-block-image size-full\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"723\" height=\"345\" data-attachment-id=\"266310\" data-permalink=\"https:\/\/climatescience.press\/?attachment_id=266310\" data-orig-file=\"https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2023\/07\/image-248.png?fit=746%2C356&amp;ssl=1\" data-orig-size=\"746,356\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"image-248\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2023\/07\/image-248.png?fit=723%2C345&amp;ssl=1\" src=\"https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2023\/07\/image-248.png?resize=723%2C345&#038;ssl=1\" alt=\"\" class=\"wp-image-266310\" srcset=\"https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2023\/07\/image-248.png?w=746&amp;ssl=1 746w, https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2023\/07\/image-248.png?resize=300%2C143&amp;ssl=1 300w\" sizes=\"auto, (max-width: 723px) 100vw, 723px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">Using \u03b2 = 0, we can simplify to:<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><tbody><tr><td><\/td><td><strong>Sherwood20<\/strong><\/td><td><strong>Lewis22<\/strong><\/td><\/tr><tr><td>\u03b6<\/td><td>0.06 \u00b1 0.20<\/td><td>0.135 \u00b1 0.10<\/td><\/tr><tr><td>\u0394T (\u00b0C)<\/td><td>5.00 \u00b1 2.00<\/td><td>As Sherwood20<\/td><\/tr><tr><td>f<sub>CH4<\/sub><\/td><td>0.40 \u00b1 0.20<\/td><td>As Sherwood20<\/td><\/tr><tr><td>CO<sub>2<\/sub>&nbsp;(ppm)<\/td><td>2400 \u00b1 700<\/td><td>As Sherwood20<\/td><\/tr><tr><td>\u03b2<\/td><td>0.0 \u00b1 0.5<\/td><td>As Sherwood20<\/td><\/tr><tr><td>f<sub>CO2nonLog<\/sub><\/td><td>Omitted (1.00)<\/td><td>1.117<\/td><\/tr><tr><td><strong>Climate sensitivity, S<\/strong>&nbsp;(\u00b0C)<\/td><td><strong>2.38<\/strong><\/td><td><strong>1.99<\/strong><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u0394T refers to the difference in temperature between the Paleocene-Eocene Thermal Maximum (PETM) and the time just before and after the PETM. During the PETM, temperatures were about 13\u00b0C higher than pre-industrial temperatures. Just before and after the PETM, temperatures were about 5\u00b0C lower than this (8\u00b0C higher than pre-industrial). The number 900 in the formula represents the approximate CO<sub>2<\/sub>\u00a0level before and after the PETM. f<sub>CH4<\/sub>\u00a0is again the estimated difference in climate forcing from methane (and nitrous oxide) relative to the forcing change from CO<sub>2<\/sub>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Sherwood20 assumes that the relationship between CO<sub>2<\/sub>\u00a0concentration and CO<sub>2<\/sub>\u00a0forcing is logarithmic. Lewis refers to\u00a0<a href=\"https:\/\/gmd.copernicus.org\/articles\/13\/3571\/2020\/\">Meinshausen et al. 2020<\/a>, the results of which were adopted by the IPCC in AR6, which found that at high CO<sub>2<\/sub>\u00a0concentrations (such as during the PETM), the climate forcing is higher than if the relationship had been purely logarithmic. By using a formula from Meinshausen, Lewis found that the CO<sub>2<\/sub>\u00a0forcing during the PETM would have been some 11.7% higher than Sherwood20\u2019s assumption of a purely logarithmic relationship. Therefore, Lewis22 used a value of 1.117 for f<sub>CO2nonLog<\/sub>. See\u00a0<a href=\"https:\/\/static-content.springer.com\/esm\/art%3A10.1007%2Fs00382-022-06468-x\/MediaObjects\/382_2022_6468_MOESM1_ESM.pdf\">Supporting Information<\/a>, 5.3.4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">One would think that a higher CO<sub>2<\/sub>\u00a0forcing at high temperatures would imply a higher climate sensitivity during warm periods, but that\u2019s not necessarily true, since feedback strengths may be different in warm and cold periods. However, if feedback strengths\u00a0<em>are<\/em>\u00a0the same in warm and cold periods, then a higher CO<sub>2<\/sub>\u00a0forcing implies a higher climate sensitivity.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Sherwood20 then assumes that the climate sensitivity ESS during the PETM is roughly the same as today\u2019s equilibrium climate sensitivity, ECS. Uncertainty is accounted for with the parameter \u03b2, whose mean value is set to zero. Lewis agrees that \u201c[a]ssuming zero slow feedbacks in the PETM (so ESS equals ECS) may be reasonable, given the lack of evidence and the absence of major ice sheets.\u201d However, some studies (that rely on climate models) suggest that climate sensitivity during the PETM may have been higher than it is today. For this reason, Lewis thinks a positive mean value for \u03b2 would be better. He nonetheless retained Sherwood20\u2019s estimate of zero. See\u00a0<a href=\"https:\/\/static-content.springer.com\/esm\/art%3A10.1007%2Fs00382-022-06468-x\/MediaObjects\/382_2022_6468_MOESM1_ESM.pdf\">Supporting Information<\/a>, 5.3.4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">This concludes the most technical part of this article. Next up: greenhouse gas emissions.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">To determine how much the temperature will rise in the future (disregarding natural variability), it\u2019s not enough to know what the climate sensitivity is \u2013 we also need to know approximately how much greenhouse gases will be emitted, so:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>What will the emissions be?<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The media and many scientists have long used something called RCP8.5 as a business-as-usual scenario for the effect of human activity (including emissions of greenhouse gases), and many still do. RCP stands for\u00a0<a href=\"https:\/\/en.wikipedia.org\/wiki\/Representative_Concentration_Pathway\">Representative Concentration Pathway<\/a>, and the number (8.5 in this case) is how much greater the net energy input to the atmosphere is in the year 2100 compared to pre-industrial levels, measured in W\/m<sup>2<\/sup>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">But RCP8.5 was never meant to be a business-as-usual scenario. In\u00a0<a href=\"https:\/\/www.carbonbrief.org\/explainer-the-high-emissions-rcp8-5-global-warming-scenario\/\">a 2019 CarbonBrief article about RCP8.5<\/a>, Zeke Hausfather, another co-author of Sherwood20, writes:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The creators of RCP8.5 had not intended it to represent the most likely \u201cbusiness as usual\u201d outcome,\u00a0<a href=\"https:\/\/link.springer.com\/article\/10.1007%2Fs10584-011-0148-z\">emphasising that<\/a>\u00a0\u201cno likelihood or preference is attached\u201d to any of the specific scenarios. Its subsequent use as such represents something of a breakdown in communication between energy systems modellers and the climate modelling community.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Sherwood20 also mentions that RCP8.5 should not be seen as a business-as-usual scenario, but rather as a worst-case scenario:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Note that while RCP8.5 has sometimes been presented as a \u201cbusiness as usual\u201d scenario, it is better viewed as a worst case (e.g., Hausfather &amp; Peters,\u00a0<a href=\"https:\/\/www.nature.com\/articles\/d41586-020-00177-3\">2020<\/a>).<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">RCPs are often referred to as scenarios, which I also did earlier. But it may be better to think of an RCP as a collection of scenarios that all result in roughly the same net change in incoming energy in the year 2100. Thousands of different scenarios have been developed, and these can be used as inputs to climate models when they simulate future climates.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Plausible emissions scenarios<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Roger Pielke Jr, Matthew Burgess, and Justin Ritchie published a study in early 2022 titled\u00a0<a href=\"https:\/\/iopscience.iop.org\/article\/10.1088\/1748-9326\/ac4ebf\">Plausible 2005\u20132050 emissions scenarios project between 2 \u00b0C and 3 \u00b0C of warming by 2100<\/a>. In Pielke22, the different scenarios used in IPCC\u2019s 2013 assessment report were categorized based on how well they were able to predict actual emissions from 2005 to 2020, in addition to how well their future emissions matched the International Energy Agency\u2019s projections until 2050. Assuming that the scenarios that best matched actual and projected emissions will also be the ones that will be best at predicting emissions in the second half of the century, they found that RCP3.4 is the most likely (or\u00a0<em>plausible<\/em>) RCP.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">These scenarios (RCP3.4) are largely compatible with a temperature increase of between 2 and 3\u00b0C from pre-industrial times to 2100, with 2.2\u00b0C as the median value. Earth\u2019s average temperature has increased by about 1.2\u00b0C since pre-industrial, so the median of 2.2\u00b0C corresponds to a temperature increase from today to 2100 of about 1.0\u00b0C.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">After Pielke22 was published, Pielke Jr also looked at the scenarios used in IPCC\u2019s latest assessment report (from 2021). He spoke about this in\u00a0<a href=\"https:\/\/www.youtube.com\/watch?v=kgMVLzOtQlg&amp;t=3637s\">a talk<\/a>\u00a0in November 2022 (<a href=\"https:\/\/www.youtube.com\/watch?v=kgMVLzOtQlg&amp;t=3243s\">54:03<\/a>-1:06:16), and, according to Pielke Jr, the median value for these newer scenarios is 2.6\u00b0C (rather than 2.2\u00b0C). This corresponds to a temperature rise of 1.4\u00b0C from today until 2100. In the following, I will use this more recent value.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">In the talk, Pielke Jr says that RCP4.5 should now be considered a high-emissions scenario, while RCP8.5 and RCP6.0 are unlikely (<a href=\"https:\/\/www.youtube.com\/watch?v=kgMVLzOtQlg&amp;t=3492s\">58:12<\/a>):<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The high emissions scenarios are clearly implausible [\u2026]. What\u2019s a high emissions scenario? Anything over 6 W\/m<sup>2<\/sup>\u00a0[\u2026].<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">RCP 4.5 and the SSP2-4.5 are plausible high emissions scenarios. I know in the literature they\u2019re often used to represent mitigation success. Today I think we can say based on this method that they\u2019re in fact high-end scenarios. A business as usual \u2013 or consistent with current policy \u2013 scenario is a 3.4 W\/m<sup>2<\/sup>\u00a0scenario. I will say that scenario is almost never studied by anyone.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Pielke22 doesn\u2019t mention climate sensitivity explicitly, but the median equilibrium climate sensitivity (ECS) used in the latest generation of climate models\u00a0<a href=\"https:\/\/esd.copernicus.org\/articles\/12\/545\/2021\/\">is 3.74\u00b0C<\/a>. ECS is likely higher than the effective climate sensitivity (S), which is the type of climate sensitivity that Sherwood20 and Lewis22 calculated. According to Sherwood, ECS is 6% higher than ECS. According to Lewis22, ECS is 13.5% higher. Using Lewis22\u2019s value of 13.5%, an ECS of 3.74\u00b0C corresponds to an effective climate sensitivity (S) of 3.30\u00b0C.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">If the climate sensitivity S is closer to 2.16\u00b0C, as Lewis22 found, then the temperature increase from today to 2100 will be approximately 35% lower than what Pielke Jr found. This means that the temperature increase from today will be 0.9\u00b0C instead of 1.4\u00b0C (0.9\u00b0C higher than today will be 2.1\u00b0C above pre-industrial).<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">An assumption in the RCP3.4 scenarios is widespread use of CO<sub>2<\/sub>\u00a0removal from the atmosphere in the second half of the century. Pielke22 did not assess whether that\u2019s feasible:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Importantly, in the scenarios our analysis identifies as plausible, future decarbonization rates accelerate relative to the present, and many include substantial deployment of carbon removal technologies in the latter half of the century, the feasibility of which our analysis does not assess.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Given the recent rapid pace of technological development, I believe it to be highly likely that potent CO<sub>2<\/sub>\u00a0removal technologies will be developed this century. However, other methods may be more economically effective in limiting an unwanted temperature rise, e.g. manipulating the cloud cover,\u00a0<a href=\"https:\/\/www.econtalk.org\/bjorn-lomborg-on-the-costs-and-benefits-of-attacking-climate-change\/\">as Bj\u00f8rn Lomborg suggests in an interview on Econlib<\/a>\u00a0(skip forward to 8:35 and listen for 2 minutes or read in footnote\u00a0<a href=\"https:\/\/judithcurry.com\/2023\/07\/08\/how-much-warming-can-we-expect-in-the-21st-century\/#footnote17\">17)<\/a>).<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">In October 2022, The New York Times published an extensive article titled\u00a0<a href=\"https:\/\/web.archive.org\/web\/20221231222228\/https:\/www.nytimes.com\/interactive\/2022\/10\/26\/magazine\/climate-change-warming-world.html\">Beyond Catastrophe \u2013 A New Climate Reality Is Coming Into View<\/a>. According to the author, David Wallace-Wells, recent evidence shows that the Earth is on track for a 2-3\u00b0C warming from the 1800s until 2100 instead of the previously feared 4-5\u00b0C. 2-3\u00b0C is the same as Pielke22 found.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">According to The New York Times article, Hausfather contends that about half of the reduction in expected temperature rise is due to an unrealistic scenario being used previously (RCP8.5). The other half comes from \u201ctechnology, markets and public policy\u201d, including faster-than-expected development of renewable energy.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>How much will temperatures rise by 2100?<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Figure 1 (b) in Sherwood20 (graph (b) below) shows how much the temperature is likely to rise between 1986-2005 and 2079-2099, depending on effective climate sensitivity (S) and RCP scenario. This period is about 16 years longer than the 77 years from today until 2100, so the temperature rise for the remainder of the century will be less than the graph suggests \u2013 about 18% lower if we assume a linear temperature rise.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"723\" height=\"380\" data-attachment-id=\"266318\" data-permalink=\"https:\/\/climatescience.press\/?attachment_id=266318\" data-orig-file=\"https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2023\/07\/00Screen-Shot-2023-07-08-at-9.12.42-AM.webp?fit=768%2C404&amp;ssl=1\" data-orig-size=\"768,404\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"00Screen-Shot-2023-07-08-at-9.12.42-AM\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2023\/07\/00Screen-Shot-2023-07-08-at-9.12.42-AM.webp?fit=723%2C380&amp;ssl=1\" src=\"https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2023\/07\/00Screen-Shot-2023-07-08-at-9.12.42-AM.webp?resize=723%2C380&#038;ssl=1\" alt=\"\" class=\"wp-image-266318\" srcset=\"https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2023\/07\/00Screen-Shot-2023-07-08-at-9.12.42-AM.webp?w=768&amp;ssl=1 768w, https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2023\/07\/00Screen-Shot-2023-07-08-at-9.12.42-AM.webp?resize=300%2C158&amp;ssl=1 300w\" sizes=\"auto, (max-width: 723px) 100vw, 723px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">We can see in the graph that if RCP4.5 is the correct emissions scenario and the effective climate sensitivity is 3.1\u00b0C, then the temperature will rise by about 1.8\u00b0C between 1986-2005 and 2079-2099. To estimate the temperature rise from today until 2100, we subtract 18% from 1.8\u00b0C, resulting in an estimated increase of about 1.5\u00b0C.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Using instead Lewis22\u2019s effective climate sensitivity of 2.16\u00b0C with the RCP4.5 scenario, we can see from the graph that the temperature increase will be approximately 1.25\u00b0C. This corresponds to a temperature rise of 1.0\u00b0C from today until 2100.<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>RCP3.4 is not included in the graph, but we can assume that the temperature increase for RCP3.4 will be a few tenths of a degree lower than for RCP4.5, so perhaps 0.7-0.8\u00b0C, which also agrees quite well with what Pielke Jr found (0.9\u00b0C) after we adjusted for the climate sensitivity from Lewis22.<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">0.8\u00b0C corresponds to a temperature rise of 2.0\u00b0C since the second half of the 19th century and is identical to the Paris agreement\u2019s\u00a0<em>two degree target<\/em>. 2.0\u00b0C is also within the New York Times interval of 2-3\u00b0C, where \u2013 as for the two degree target \u2013 pre-industrial is the starting point.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Although Lewis22\u2019s estimate of climate sensitivity may be the best estimate as of today, it\u2019s not the final answer. Much of the adjustment made to Sherwood20\u2019s estimate was based on more recent data, and as newer data becomes available in the future, the effective climate sensitivity estimate of 2.16\u00b0C is going to be revised up or down.<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">And Nic Lewis points out that:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">This large reduction relative to Sherwood et al. shows how sensitive climate sensitivity estimates are to input assumptions.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">But he also criticizes the IPCC for significantly raising the lower end of the climate sensitivity likely range (from the previous to the latest assessment report, the lower end of the likely range was raised from 1.5 to 2.5\u00b0C):<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">This sensitivity to the assumptions employed implies that climate sensitivity remains difficult to ascertain, and that values between 1.5\u00b0C and 2\u00b0C are quite plausible.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">It will be interesting to see what the authors of Sherwood20 have to say about Lewis22.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Footnotes<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/judithcurry.com\/2023\/07\/08\/how-much-warming-can-we-expect-in-the-21st-century\/#footnote1_origin\"><sup>1)<\/sup><\/a>\u00a0From the Comment in Nature (which is written by five authors, four of whom are co-authors of Sherwood20):<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">On the basis of [Sherwood20] and other recent findings, the AR6 authors decided to narrow the climate sensitivity they considered \u2018likely\u2019 to a similar range, of between 2.5 and 4 \u00b0C, and to a \u2018very likely\u2019 range of between 2 \u00b0C and 5 \u00b0C.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The Comment in Nature is titled\u00a0<a href=\"https:\/\/www.nature.com\/articles\/d41586-022-01192-2\">Climate simulations: recognize the \u2018hot model\u2019 problem<\/a>, but it\u2019s behind a paywall. Luckily, however,\u00a0<a href=\"https:\/\/www.masterresource.org\/uncategorized\/climate-models-soft-criticism-from-the-mainstream\/\">it\u2019s also published on MasterResource<\/a>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/judithcurry.com\/2023\/07\/08\/how-much-warming-can-we-expect-in-the-21st-century\/#footnote2_origin\"><sup>2)<\/sup><\/a>\u00a0<a href=\"https:\/\/www.carbonbrief.org\/explainer-will-global-warming-stop-as-soon-as-net-zero-emissions-are-reached\/\">Zeke Hausfather has written on CarbonBrief<\/a>\u00a0that for CO<sub>2<\/sub>\u00a0levels to remain at the same high level after a doubling of CO<sub>2<\/sub>, it\u2019s necessary to continue emitting CO<sub>2<\/sub>. If humans stop emitting CO<sub>2<\/sub>, the atmosphere\u2019s CO<sub>2<\/sub>\u00a0level will fall relatively quickly. Temperature, however, is not expected to fall, but will likely remain constant for a few centuries (disregarding natural variability).<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/judithcurry.com\/2023\/07\/08\/how-much-warming-can-we-expect-in-the-21st-century\/#footnote3_origin\"><sup>3)<\/sup><\/a>\u00a0It may not be entirely correct to say that the temperature will increase by 1.2\u00b0C if there are no feedback effects. The reason is that the so-called\u00a0<a href=\"https:\/\/brian-rose.github.io\/ClimateLaboratoryBook\/courseware\/advanced-sensitivity-feedback.html#climate-sensitivity-without-feedback\">Planck feedback is included in the formula for the \u201cno feedback\u201d climate sensitivity<\/a>:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">However, the Planck feedback can be seen as a different kind of feedback than the other feedbacks mentioned here, and it\u2019s sometimes called the Planck response or\u00a0<a href=\"https:\/\/brian-rose.github.io\/ClimateLaboratoryBook\/courseware\/sensitivity-feedback.html#the-no-feedback-response\"><em>no-feedback response<\/em><\/a>. Anyway, if we insert the values from the studies we\u2019re going to discuss in this article, then for Sherwood20 (\u0394F<sub>2xCO2<\/sub>\u00a0= 4.00 W\/m<sup>2<\/sup>\u00a0and \u03bb<sub>Planck<\/sub>\u00a0= -3.20 W\/m<sup>2<\/sup>\/\u00b0C) we get that ECS<sub>noFeedback<\/sub>\u00a0=\u00a0<strong>1.25\u00b0C<\/strong>. For the other study, Lewis22 (\u0394F<sub>2xCO2<\/sub>\u00a0= 3.93 W\/m<sup>2<\/sup>\u00a0and \u03bb<sub>Planck<\/sub>\u00a0= -3.25 W\/m<sup>2<\/sup>\/\u00b0C) we get ECS<sub>noFeedback<\/sub>\u00a0=\u00a0<strong>1.21\u00b0C<\/strong>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/judithcurry.com\/2023\/07\/08\/how-much-warming-can-we-expect-in-the-21st-century\/#footnote4_origin\"><sup>4)<\/sup><\/a>\u00a0Pre-industrial has traditionally been defined as the average of 1850-1900. Sherwood20 and Lewis22 have used the average of 1861-1880 as pre-industrial, since it is far less affected by volcanic activity. IPCC has started to use 1750.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/judithcurry.com\/2023\/07\/08\/how-much-warming-can-we-expect-in-the-21st-century\/#footnote5_origin\"><sup>5)<\/sup><\/a>\u00a0This is the theory, at least. However,\u00a0<a href=\"https:\/\/andymaypetrophysicist.com\/2023\/03\/21\/atmospheric-water-vapor-tpw-and-climate-change\/\">Andy May has shown that the relationship between temperature and the atmosphere\u2019s water content may be more complicated<\/a>. His argument is presumably based on the best available data, but he also notes that the data for atmospheric water content is somewhat poor.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/judithcurry.com\/2023\/07\/08\/how-much-warming-can-we-expect-in-the-21st-century\/#footnote6_origin\"><sup>6)<\/sup><\/a>\u00a0If we add up the strengths of all the feedback effects including the Planck feedback, we get a negative number. But when the Planck feedback is\u00a0<em>not<\/em>\u00a0included, then the sum is very likely positive. And if this sum is positive, it means that the climate sensitivity (ECS) is higher than 1.2\u00b0C (which is what the climate sensitivity would be with no feedback effects except the Planck feedback, see footnote 2).<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/judithcurry.com\/2023\/07\/08\/how-much-warming-can-we-expect-in-the-21st-century\/#footnote7_origin\"><sup>7)<\/sup><\/a>\u00a0The IPCC estimated\u00a0<em>equilibrium<\/em>\u00a0climate sensitivity (ECS). Sherwood20, on the other hand, calculated\u00a0<em>effective<\/em>\u00a0climate sensitivity (S). ECS is likely higher than S \u2013 6% higher according to Sherwood20, 13.5% higher according to Lewis22 (which is the study that corrects Sherwood20).<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/judithcurry.com\/2023\/07\/08\/how-much-warming-can-we-expect-in-the-21st-century\/#footnote8_origin\"><sup>8)<\/sup><\/a>\u00a0From Sherwood20:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Among these distinct feedbacks, those due to clouds remain the main source of uncertainty in\u00a0<em>\u03bb<\/em>, although the uncertainty in the other feedbacks is still important.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u03bb (lambda) is the strength of a feedback effect. A positive \u03bb means that the corresponding feedback effect increases climate sensitivity. Negative \u03bb does the opposite. If the value of \u03bb is known for every type of feedback, then the climate sensitivity can easily be calculated from the sum of the feedback strengths:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/judithcurry.com\/2023\/07\/08\/how-much-warming-can-we-expect-in-the-21st-century\/#footnote9_origin\"><sup>9)<\/sup><\/a>\u00a0Sherwood20 writes:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">However, uncertainty in radiative forcing [during the past 150 years] is dominated by the contribution from anthropogenic aerosols, especially via their impact on clouds, which is relatively unconstrained by process knowledge or direct observations (Bellouin et al.,\u00a0<a href=\"https:\/\/agupubs.onlinelibrary.wiley.com\/doi\/10.1029\/2019RG000660\">2020<\/a>).<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/judithcurry.com\/2023\/07\/08\/how-much-warming-can-we-expect-in-the-21st-century\/#footnote10_origin\"><sup>10)<\/sup><\/a>\u00a0Andrew Dessler has been lead author and co-author in several studies on the pattern effect. In a couple of youtube-videos (<a href=\"https:\/\/www.youtube.com\/watch?v=LV9aCiyui18\">one short<\/a>\u00a0and\u00a0<a href=\"https:\/\/www.youtube.com\/watch?v=jlolDdnSHCE\">one long<\/a>), you can watch his explanation of the pattern effect in relation to\u00a0<em>committed warming<\/em>\u00a0(however, he doesn\u2019t use the term\u00a0<em>pattern effect<\/em>\u00a0in the short video).<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">An example Dessler uses to illustrate the pattern effect is from the oceans around Antarctica:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The existence of present day cold sea surface temperatures in these regions while the overlying atmosphere is warming due to global warming favors the buildup of low clouds over the region. These clouds reflect sunlight back to space and tend to cool the planet.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">From Dessler\u2019s short video (3:08)<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">When the ocean temperature eventually increases, less clouds are expected, which will lead to faster warming.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Nic Lewis (who criticized Sherwood20) has written\u00a0<a href=\"https:\/\/judithcurry.com\/2021\/01\/19\/committed-warming-and-the-pattern-effect\/\">an article which criticizes the study that Dessler talks about<\/a>\u00a0in the videos (<a href=\"https:\/\/www.nature.com\/articles\/s41558-020-00955-x\">Zhou et al 2021<\/a>, titled\u00a0<em>Greater committed warming after accounting for the pattern effect<\/em>). Although Lewis\u2019 article, which was published on Judith Curry\u2019s climate blog (Climate Etc), isn\u2019t peer reviewed, he has also published a\u00a0<a href=\"https:\/\/nicholaslewis.org\/wp-content\/uploads\/2020\/08\/LewisMauritsen_Negligible-unforced-pattern-effect_2020-reformatted.pdf\">study<\/a>\u00a0on the pattern effect, which\u00a0<em>is<\/em>\u00a0peer reviewed.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The dataset for sea surface temperature (SST) used in Zhou et al implies a relatively large pattern effect. However, Lewis notes that other sea surface temperature datasets imply a much smaller pattern effect. The reason for the discrepancy is that sea surface temperature measurements historically have been quite sparse. The uncertainty is therefore substantial.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Lewis also criticizes Zhou et al for not distinguishing between the\u00a0<em>forced<\/em>\u00a0and\u00a0<em>unforced<\/em>\u00a0pattern effect. The component of the pattern effect that is\u00a0<em>forced<\/em>\u00a0has to do with the effect of greenhouse gases. The\u00a0<em>unforced<\/em>\u00a0component, on the other hand, has to do with natural variability. And the two components have different implications for future\u00a0<em>committed warming<\/em>. Whereas the greenhouse gas-related component will have little effect on warming this century, the natural variations-component may have a larger effect on warming this century.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Lewis found that the natural variations-component is very close to zero if the following two conditions are met: (1) a different sea surface temperature dataset is used than the dataset Zhou et al used, and (2) a reference period is used that\u2019s outside of the\u00a0<em>hiatus<\/em>\u00a0(1998-2014) \u2013 a period of relatively low temperature rise, which may have been caused by a cooling effect from natural variability. It\u2019s thus uncertain whether the pattern effect will have any significant impact on temperatures this century.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/judithcurry.com\/2023\/07\/08\/how-much-warming-can-we-expect-in-the-21st-century\/#footnote11_origin\"><sup>11)<\/sup><\/a>\u00a0IPCC on the pattern effect (<a href=\"https:\/\/www.ipcc.ch\/report\/ar6\/wg1\/chapter\/chapter-7\/#7.4.4.3\">latest assessment report, section 7.4.4.3<\/a>):<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">[T]here is low confidence that these features, which have been largely absent over the historical record, will emerge this century[.]<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/judithcurry.com\/2023\/07\/08\/how-much-warming-can-we-expect-in-the-21st-century\/#footnote12_origin\"><sup>12)<\/sup><\/a><a href=\"https:\/\/en.wikipedia.org\/wiki\/Climate_sensitivity\">From Wikipedia<\/a>:Although the term \u201cclimate sensitivity\u201d is usually used for the sensitivity to radiative forcing caused by rising atmospheric CO<sub>2<\/sub>, it is a general property of the climate system. Other agents can also cause a radiative imbalance. Climate sensitivity is the change in surface air temperature per unit change in radiative forcing, and the climate sensitivity parameter\u00a0is therefore expressed in units of \u00b0C\/(W\/m<sup>2<\/sup>). Climate sensitivity is approximately the same whatever the reason for the radiative forcing (such as from\u00a0<a href=\"https:\/\/en.wikipedia.org\/wiki\/Greenhouse_gases\">greenhouse gases<\/a>\u00a0or\u00a0<a href=\"https:\/\/en.wikipedia.org\/wiki\/Solar_variation\">solar variation<\/a>).\u00a0When climate sensitivity is expressed as the temperature change for a level of atmospheric CO<sub>2<\/sub>\u00a0double the pre-industrial level, its units are\u00a0<a href=\"https:\/\/en.wikipedia.org\/wiki\/Degrees_Celsius\">degrees Celsius<\/a>\u00a0(\u00b0C).<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/judithcurry.com\/2023\/07\/08\/how-much-warming-can-we-expect-in-the-21st-century\/#footnote13_origin\"><sup>13)<\/sup><\/a>\u00a0Sherwood20 uses the value 4,00\u00b10,30 W\/m<sup>2<\/sup>, while Lewis22 uses 3,93\u00b10,30 W\/m<sup>2<\/sup>\u00a0for the climate forcing for doubled CO<sub>2<\/sub>, which accords with the AR6 assessment (uncertainties here are \u00b1 1 standard deviation).<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Some skeptics argue that the atmosphere\u2019s absorption of CO<sub>2<\/sub>\u00a0is\u00a0<em>saturated<\/em>. This presumably means that the climate forcing for doubled CO<sub>2<\/sub>\u00a0would be close to zero, but according to Nic Lewis, this is wrong.\u00a0<a href=\"https:\/\/youtu.be\/cYZW-6jw98U?t=840\">The following quote is from a 2019 talk by Lewis (14:00)<\/a>:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Another point that is often argued is that the absorption by carbon dioxide is saturated \u2013 that it can\u2019t get any stronger. Unfortunately, that is not the case. However, it is a logarithmic relationship, approximately, so it increases slower and slower. Roughly speaking, every time you double carbon dioxide level, you get the same increase in the effect it has in reducing outgoing radiation. And this decrease in outgoing radiation is called a radiative forcing, and it\u2019s just under 4 W\/m<sup>2<\/sup>\u00a0of flux for every time you double carbon dioxide. And again, this is pretty well established.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">And\u00a0<a href=\"https:\/\/www.youtube.com\/watch?v=cYZW-6jw98U&amp;t=672s\">a little earlier in the same talk (11:12)<\/a>:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The black is the measured levels \u2013 this is measured by satellite at the top of the atmosphere. [\u2026] And the red lines are from a specialized radiative transfer model, and you can see how accurately they reproduce the observations. And what that reflects is that this is basic radiative physics, it\u2019s very soundly based. There\u2019s no point in my view disputing it because the evidence is that the theory is matched by what\u2019s actually happening.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The figure that he\u2019s talking about is this one:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The figure shows how CO<sub>2<\/sub>\u00a0and other (greenhouse) gases in the atmosphere absorb infrared light from the ground at various wavelengths in the absence of clouds (above the Sahara). Without an atmosphere, the outgoing radiation would follow the top dashed line marked by the temperature 320 K (47\u00b0C).<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/judithcurry.com\/2023\/07\/08\/how-much-warming-can-we-expect-in-the-21st-century\/#footnote14_origin\"><sup>14)<\/sup><\/a><a href=\"https:\/\/link.springer.com\/article\/10.1007\/s00382-022-06468-x#Sec17\">Lewis writes<\/a>:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">A significant advantage of the LGM transition is that, unlike more distant periods, there is proxy evidence not only of changes in temperature and CO<sub>2<\/sub>\u00a0concentration but also of non-CO<sub>2<\/sub>\u00a0forcings, and that enables estimation of the effects on radiative balance of slow (ice sheet, etc.) feedbacks, which need to be treated as forcings in order to estimate ECS (and hence\u00a0<em>S<\/em>) rather than ESS.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/judithcurry.com\/2023\/07\/08\/how-much-warming-can-we-expect-in-the-21st-century\/#footnote15_origin\"><sup>15)<\/sup><\/a>\u00a0The method that Sherwood20 had used to calculate the likelihood of different climate sensitivities was invalid in some circumstances. Among other things, the method assumed a\u00a0<em>normal<\/em>\u00a0(Gaussian) distribution of all input parameters. But for historical evidence (data for the past 150 years), this wasn\u2019t the case since the climate forcing from aerosols wasn\u2019t normally distributed.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">To triple-check that Sherwood20\u2019s method was invalid, Lewis calculated the probability distribution using three different methods, and they all gave the same result.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The method used by Sherwood20 led to an\u00a0<em>underestimation<\/em>\u00a0of the probability of high climate sensitivity values:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The dashed lines here show Sherwood20\u2019s results for historical evidence, while the solid lines show Lewis22\u2019s correction.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Correcting this error in Sherwood20 caused the median for the combined climate sensitivity to increase from 3.10 to 3.16\u00b0C. (The further increase from 3.16 to 3.23\u00b0C, was due to Lewis applying the\u00a0<em>objective<\/em>\u00a0Bayesian method rather than the\u00a0<em>subjective<\/em>\u00a0Bayesian method.)<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">See\u00a0<a href=\"https:\/\/link.springer.com\/article\/10.1007\/s00382-022-06468-x#Sec9\">Likelihood estimation for S<\/a>\u00a0in Lewis22,\u00a0<a href=\"https:\/\/static-content.springer.com\/esm\/art%3A10.1007%2Fs00382-022-06468-x\/MediaObjects\/382_2022_6468_MOESM1_ESM.pdf\">Supporting Information<\/a>\u00a0(S2) and Appendix B in\u00a0<a href=\"https:\/\/nicholaslewis.org\/wp-content\/uploads\/2022\/09\/Lewis_Objectively-combining-climate-sensitivity-evidence_2022-Clim-Dyn-Detailed-Summary.pdf\">Lewis\u2019 summary of Lewis22<\/a>\u00a0for more details.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/judithcurry.com\/2023\/07\/08\/how-much-warming-can-we-expect-in-the-21st-century\/#footnote16_origin\"><sup>16)<\/sup><\/a>\u00a0Conservative choices in Lewis22 (<a href=\"https:\/\/static-content.springer.com\/esm\/art%3A10.1007%2Fs00382-022-06468-x\/MediaObjects\/382_2022_6468_MOESM1_ESM.pdf\">Supporting Information<\/a>) \u2013 S20 is Sherwood20:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><em>I make no changes to S20\u2019s assessments of other cloud feedbacks. However, I note that Lindzen and Choi (2021) cast doubt on the evidence, notably from Williams and Pierrehumbert (2017), relied upon by S20 that tropical anvil cloud feedback is not, as previously suggested (Lindzen and Choi 2011; Mauritsen and Stevens 2015), strongly negative.<\/em><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><em>The resulting median revised total cloud feedback estimate is 0.27 \u2212 almost double the 0.14 for nine CMIP6 GCMs that well represent observed interhemispheric warming (Wang et al. 2021).<\/em><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">S20\u2019s GMST [=Global Mean Surface Temperature] estimate was infilled by kriging, which does not detect anisotropic features. Recently, a method that does detect anisotropic features was developed, with improved results (Vaccaro et al. 2021a,b). Infilling the same observational dataset as underlies S20\u2019s infilled estimate, the improved method estimates a 9% lower GMST increase. Nevertheless, I retain S20\u2019s estimate of the GMST rise, resulting in a GMAT [=Global Mean Air Temperature] \u0394T estimate of 0.94 \u00b1 0.095 [\u00b0C].<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">S20\u2019s 0.60 Wm<sup>\u22122<\/sup>\u00a0estimate of the change in planetary radiative imbalance equals that per AR6. However, AR6 (Gulev et al. 2021 Figure 2.26(b)) shows that, excluding series that are outliers, the AR6 0-2000m [Ocean Heat Content] estimate is middle-of-the-range in 2018 but at its bottom in 2006, hence yielding an above average increase over that period. Nevertheless, I retain S20\u2019s estimate.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Moreover, Golaz et al. (2019) found that an advanced [Global Climate Model] with historical aerosol [Effective Radiative Forcing] of \u22121.7 Wm<sup>\u22122<\/sup>, tuned on the pre industrial climate, would only produce realistic GMAT projections if the aerosol forcing is scaled down to ~\u22120.9 Wm<sup>\u22122<\/sup>\u00a0(and, in addition, its climate sensitivity is halved).<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Conservatively, in the light of the foregoing evidence pointing to aerosol forcing being weaker than implied by simply revising B20\u2019s \u03b2<sub>lnL\u2212lnN<\/sub>\u00a0estimate, I adopt a modestly weakened aerosol ERF estimate of \u22120.95 \u00b1 0.55 Wm<sup>\u22122<\/sup>\u00a0over, as in B20, 1850 to 2005-15. This implies a 5\u201395% uncertainty range of \u22121.85 to \u22120.05 Wm<sup>\u22122<\/sup>, which has the same lower bound as AR6\u2019s estimate, and is likewise symmetrical.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Scaled to the period 1861-1880 to 2006-2018, the median then becomes 0.86 instead of 0.95, according to Lewis22.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">In two [Global Climate Models], Andrews et al. (2018) found a 0.6 weakening in [the pattern effect] when using [a newer sea-ice dataset]. Although the [newer] sea-ice dataset [\u2026] is no doubt imperfect [\u2026], its developers argue that it is an improvement on [the earlier version]. However, I consider that there is too much uncertainty involved for any sea-ice related reduction to be made when estimating the unforced Historical pattern effect.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">In view of the evidence that pattern effect estimates from [Atmospheric Model Intercomparison Project II]-based simulations are likely substantially excessive, and that the unforced element is probably minor and could potentially be negative, it is difficult to justify making a significantly positive estimate for the unforced element. However, a nominal 0.1 \u00b1 0.25 is added to the 0.25 \u00b1 0.17 forced pattern effect estimate, which reflects the substantial uncertainty and allows not only for any unforced pattern effect but also for the possibility that some other element of the revised Historical evidence data-variable distributions might be misestimated.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">I revise S20\u2019s central LGM [=Last Glacial Maximum] cooling estimate of \u22125 [\u00b0C] to \u22124.5 [\u00b0C], primarily reflecting, less than fully, the \u22124.2 [\u00b0C] adjusted mean \u0394T<sub>LGM<\/sub>\u00a0estimate of the sources cited by S20, and increase the standard deviation estimate to 1.25 [\u00b0C] so as to maintain the same \u20137 [\u00b0C] lower bound of the 95% uncertainty range as S20\u2019s.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">S20 use the single year 1850 as their preindustrial reference period for GHG concentrations, whereas for observational estimates of temperature change preindustrial generally refers to the average over 1850\u22121900. For consistency, the S20 GHG [=Greenhouse Gas] forcing changes should therefore use mean 1850\u22121900 GHG concentrations. Doing so would change the CO<sub>2<\/sub>&nbsp;ERF from \u20130.57x to \u20130.59x \u0394F<sub>2xCO2<\/sub>, as well as marginally changing the CH<sub>4<\/sub>&nbsp;and N<sub>2<\/sub>O ERFs. However, conservatively, I do not adjust S20\u2019s LGM forcing estimates to be consistent with the LGM \u0394T measure.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">S20 adopt the estimate of vegetation forcing in the Kohler et al. (2010) comprehensive assessment of non-greenhouse gas LGM forcing changes, but use a central estimate of \u20131.0 Wm<sup>\u22122<\/sup>\u00a0for aerosol (dust) forcing in place of Kohler et al.\u2019s \u20131.88 Wm<sup>\u22122<\/sup>. This seems questionable; Friedrich and Timmermann (2020) adopt Kohler et al.\u2019s estimate, while pointing out that estimates of its glacial-interglacial magnitude vary from ~0.33 to ~3.3 Wm<sup>\u22122<\/sup>. I nevertheless accept S20\u2019s estimate of dust forcing[.]<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">S20 assume that climate feedback in equilibrium (\u03bb\u2019) strengthens by \u03b1 for every -1 [\u00b0C] change in \u0394T, resulting in the 0.5 \u03b1 T<sub>LGM<\/sub><sup>2<\/sup>\u00a0term in (11), reducing LGM-estimated ECS. Contrariwise, Zhu and Poulsen (2021) found that ocean feedback caused 25% higher LGM-estimated [climate sensitivity] ECS. Moreover, a significant part of the reduction in mean surface air temperature at the LGM is due to ice-sheet caused increased land elevation, which would weaken \u03bb\u2019 compared to in non-glacial climates. Although S20\u2019s [\u03b1 = 0,1 \u00b1 0,1] estimate appears questionable, I retain it.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Although the Tierney et. al (2019) 1.4 [\u00b0C] tropical SST warming estimate appears more reliable than S20\u2019s 1.5 [\u00b0C], I retain the latter but multiply it by the 1.65 PlioMIP2 ratio, giving a revised GMAT \u0394T<sub>mPWP<\/sub>\u00a0of 2.48 [\u00b0C].<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">S20 assessed a [2400 \u00b1 700] ppm distribution for CO<sub>2<\/sub>\u00a0concentration in the PETM relative to a baseline of 900 ppm, implying a [1.667 \u00b1 0.778] \u0394CO2<sub>PETM<\/sub>\u00a0distribution. That covers, within its 90% uncertainty range, a concentration ratio range (1 + \u0394CO2<sub>PETM<\/sub>) of 1.39 to 3.95. The CO<sub>2<\/sub>\u00a0concentration estimates considered by S20, even taking extremes of both their PETM and Eocene ranges, constrain (1 + \u0394CO2<sub>PETM<\/sub>) within 1.4 to 5. Using instead that range would lower PETM based S estimates. Nevertheless, I retain S20\u2019s \u0394CO2<sub>PETM<\/sub>\u00a0distribution.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">While Meinshausen et al. assume a fixed ratio of CO<sub>2<\/sub>\u00a0ERF to stratospherically-adjusted radiative forcing, there is modeling evidence that fast adjustments become more positive at higher temperatures (Caballero and Huber 2013), which would further increase CO<sub>2<\/sub>\u00a0ERF change in the PETM. I make no adjustment for this effect.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">To account for forcing from changes in CH<sub>4<\/sub>\u00a0concentrations, S20 apply the same 0.4 f<sub>CH4<\/sub>\u00a0factor to the CO<sub>2<\/sub>\u00a0forcing change as for the mPWP, with doubled uncertainty, although noting that the tropospheric lifetime of CH<sub>4<\/sub>\u00a0could be up to four times higher given sustained large inputs of CH<sub>4<\/sub>\u00a0into the atmosphere (Schmidt and Shindell 2003). I retain S20\u2019s f<sub>CH4<\/sub>\u00a0distribution, although doing so may bias estimation of S upwards.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">S20 assume that ESS [=Earth System Sensitivity] for the PETM was the same as present ECS, representing uncertainty regarding this by deducting a [0 \u00b1 0,5] adjustment (\u03b2) from ESS feedback when estimating ECS feedback, \u03bb\u2019. Assuming zero slow feedbacks in the PETM (so ESS equals ECS) may be reasonable, given the lack of evidence and the absence of major ice sheets. However, Caballero and Huber (2013) and Meraner et al. (2013) both found, in modeling studies, substantially (~50%) weaker climate feedback for climates as warm as the PETM. Zhu et al (2019) found, in a state-of-the-art GCM, that ECS was over 50% higher than in present day conditions, with little of the increase being due to higher CO<sub>2<\/sub>\u00a0ERF. I therefore consider that it would be more realistic to use a positive central estimate for \u03b2. Nevertheless, I retain S20\u2019s estimate.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/judithcurry.com\/2023\/07\/08\/how-much-warming-can-we-expect-in-the-21st-century\/#footnote17_origin\"><sup>17)<\/sup><\/a>\u00a0Here\u2019s (roughly) what Bj\u00f8rn Lomborg said:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">If [you] want to protect yourself against runaway global warming of some sorts, the only way is to focus on geoengineering, and [\u2026] we should not be doing this now, partly because global warming is just not nearly enough of a problem, and also because we need to investigate a lot more what could be the bad impacts of doing geoengineering.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">But we know that white clouds reflect more sunlight and hence cool the planet slightly. One way of making white clouds is by having a little more sea salt over the oceans stirred up. Remember, most clouds over the oceans get produced by stirred-up sea salt \u2014 basically wave-action putting sea salt up in the lower atmosphere, and those very tiny salt crystals act as nuclei for the clouds to condense around. The more nuclei there are, the whiter the cloud becomes, and so what we could do is simply put out a lot of ships that would basically [stir] up a little bit of seawater \u2014 an entirely natural process \u2014 and build more white clouds.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Estimates show that the total cost of avoiding all global warming for the 21st century would be in the order of $10 billion. [\u2026] This is probably somewhere between 3 and 4 orders of magnitude cheaper \u2014 typically, we talk about $10 to $100 trillion of trying to fix global warming. This could fix it for one thousandth or one ten thousandth of that cost. So, surely we should be looking into it, if, for no other reason, because a billionaire at some point in the next couple of decades could just say, \u201cHey, I\u2019m just going to do this for the world,\u201d and conceivably actually do it. And then, of course, we\u2019d like to know if there\u2019s a really bad thing that would happen from doing that. But this is what could actually avoid any sort of catastrophic outcomes[.]<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n","protected":false},"excerpt":{"rendered":"<p>A 2020 study (Sherwood20) greatly influenced how the IPCC calculated the climate sensitivity. Sherwood20 has been \u201cextremely influential, including in informing the assessment of equilibrium climate sensitivity (ECS) in the 2021 IPCC Sixth Assessment Scientific Report (AR6); it was cited over twenty times in the relevant AR6 chapter\u201c,\u00a0according to Nic Lewis. A\u00a0Comment in Nature\u00a0confirmed this view.1)<\/p>\n","protected":false},"author":121246920,"featured_media":266338,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_coblocks_attr":"","_coblocks_dimensions":"","_coblocks_responsive_height":"","_coblocks_accordion_ie_support":"","advanced_seo_description":"","jetpack_seo_html_title":"","jetpack_seo_noindex":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_feature_clip_id":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2},"jetpack_post_was_ever_published":false},"categories":[1],"tags":[691818056,691819127,691820938,691818076,691820937,691818381,691820940,691820939],"class_list":["post-266280","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized","tag-climate-change","tag-climate-sensitivity","tag-climate-warming","tag-co2","tag-equilibrium-climate-sensitivity-ecs","tag-ipcc","tag-nic-lewis","tag-sherwood20","fallback-thumbnail"],"jetpack_publicize_connections":[],"jetpack_featured_media_url":"https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2023\/07\/02015_11_27_1448615427__lt_span_class_span_.jpg?fit=1024%2C683&ssl=1","jetpack_likes_enabled":true,"jetpack_sharing_enabled":true,"jetpack_shortlink":"https:\/\/wp.me\/paxLW1-17gQ","jetpack-related-posts":[{"id":254631,"url":"https:\/\/climatescience.press\/?p=254631","url_meta":{"origin":266280,"position":0},"title":"The Mysterious AR6 ECS, Part 1","author":"uwe.roland.gross","date":"04\/25\/2023","format":false,"excerpt":"The climate sensitivity to CO2\u00a0and other greenhouse gases (GHGs) is arguably the most important number in the climate change debate.","rel":"","context":"In \"AR6\"","block_context":{"text":"AR6","link":"https:\/\/climatescience.press\/?tag=ar6"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2023\/04\/0chart-waterfall-chart-description-automatically.webp?fit=1110%2C678&ssl=1&resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2023\/04\/0chart-waterfall-chart-description-automatically.webp?fit=1110%2C678&ssl=1&resize=350%2C200 1x, https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2023\/04\/0chart-waterfall-chart-description-automatically.webp?fit=1110%2C678&ssl=1&resize=525%2C300 1.5x, https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2023\/04\/0chart-waterfall-chart-description-automatically.webp?fit=1110%2C678&ssl=1&resize=700%2C400 2x, https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2023\/04\/0chart-waterfall-chart-description-automatically.webp?fit=1110%2C678&ssl=1&resize=1050%2C600 3x"},"classes":[]},{"id":254934,"url":"https:\/\/climatescience.press\/?p=254934","url_meta":{"origin":266280,"position":1},"title":"The Mysterious AR6 ECS, Part 3, What is Climate Sensitivity?","author":"uwe.roland.gross","date":"04\/27\/2023","format":false,"excerpt":"However, AR6 focusses on the temperature-dependence of feedbacks without showing how the climate state changes when temperature changes.","rel":"","context":"In \"AR6 ECS\"","block_context":{"text":"AR6 ECS","link":"https:\/\/climatescience.press\/?tag=ar6-ecs"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2023\/04\/0Models-v-reality-2.jpg?fit=1200%2C933&ssl=1&resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2023\/04\/0Models-v-reality-2.jpg?fit=1200%2C933&ssl=1&resize=350%2C200 1x, https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2023\/04\/0Models-v-reality-2.jpg?fit=1200%2C933&ssl=1&resize=525%2C300 1.5x, https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2023\/04\/0Models-v-reality-2.jpg?fit=1200%2C933&ssl=1&resize=700%2C400 2x, https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2023\/04\/0Models-v-reality-2.jpg?fit=1200%2C933&ssl=1&resize=1050%2C600 3x"},"classes":[]},{"id":441183,"url":"https:\/\/climatescience.press\/?p=441183","url_meta":{"origin":266280,"position":2},"title":"CERES Data Exposes the 25-Year Paradox: Why AR6 Climate Sensitivity Methods Fail Reality Checks","author":"uwe.roland.gross","date":"04\/24\/2026","format":false,"excerpt":"Andy May analyzes satellite data from the NCAR CERES EBAF (Clouds and the Earth's Radiant Energy System, Energy Balanced and Filled) dataset to estimate climate sensitivity. It highlights tensions between observational data, IPCC approaches in AR5 versus AR6, and challenges in deriving ECS (Equilibrium Climate Sensitivity) from short-term records.","rel":"","context":"In \"carbon dioxide (CO\u2082)\"","block_context":{"text":"carbon dioxide (CO\u2082)","link":"https:\/\/climatescience.press\/?tag=carbon-dioxide-co%e2%82%82"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2026\/04\/0-CERES-Data-Exposes-the-25-Year-Paradox-Why-AR6-Climate-Sensitivity-Methods-Fail-Reality-Checks.jpg?fit=784%2C1168&ssl=1&resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2026\/04\/0-CERES-Data-Exposes-the-25-Year-Paradox-Why-AR6-Climate-Sensitivity-Methods-Fail-Reality-Checks.jpg?fit=784%2C1168&ssl=1&resize=350%2C200 1x, https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2026\/04\/0-CERES-Data-Exposes-the-25-Year-Paradox-Why-AR6-Climate-Sensitivity-Methods-Fail-Reality-Checks.jpg?fit=784%2C1168&ssl=1&resize=525%2C300 1.5x, https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2026\/04\/0-CERES-Data-Exposes-the-25-Year-Paradox-Why-AR6-Climate-Sensitivity-Methods-Fail-Reality-Checks.jpg?fit=784%2C1168&ssl=1&resize=700%2C400 2x"},"classes":[]},{"id":429506,"url":"https:\/\/climatescience.press\/?p=429506","url_meta":{"origin":266280,"position":3},"title":"Stefani on the Sun vs. CO2 as climate drivers","author":"uwe.roland.gross","date":"03\/04\/2026","format":false,"excerpt":"Frank Stefani, of the Helmholtz-Zentrum Dresden-Rossendorf, Institute of Fluid Dynamics, has published a very interesting new paper that compares the solar \u201caa\u201d index and CO2 emissions to global SST (sea surface temperatures using the HadSST4.2 dataset) and finds a CO2 sensitivity (TCR or the \u201cTransient Climate Response\u201d) of 1.1 to\u2026","rel":"","context":"In \"Atlantic Multidecadal Oscillation (AMO)\"","block_context":{"text":"Atlantic Multidecadal Oscillation (AMO)","link":"https:\/\/climatescience.press\/?tag=atlantic-multidecadal-oscillation-amo"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2026\/03\/0Screenshot-2026-03-04-124010.png?fit=1200%2C623&ssl=1&resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2026\/03\/0Screenshot-2026-03-04-124010.png?fit=1200%2C623&ssl=1&resize=350%2C200 1x, https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2026\/03\/0Screenshot-2026-03-04-124010.png?fit=1200%2C623&ssl=1&resize=525%2C300 1.5x, https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2026\/03\/0Screenshot-2026-03-04-124010.png?fit=1200%2C623&ssl=1&resize=700%2C400 2x, https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2026\/03\/0Screenshot-2026-03-04-124010.png?fit=1200%2C623&ssl=1&resize=1050%2C600 3x"},"classes":[]},{"id":277565,"url":"https:\/\/climatescience.press\/?p=277565","url_meta":{"origin":266280,"position":4},"title":"Do CMIP5 models skillfully match actual warming?","author":"uwe.roland.gross","date":"09\/06\/2023","format":false,"excerpt":"The CLINTEL Declaration states that the world has warmed \u201csignificantly less than predicted by (the) IPCC\u201d. Yet, a simple check of the models versus observed warming demonstrates that \u201cclimate models published since 1973 have generally been quite skillful predicting future warming\u201d, as Zeke Hausfather\u2019s team at Berkeley Earth recently analysed.","rel":"","context":"In \"CLINTEL Declaration\"","block_context":{"text":"CLINTEL Declaration","link":"https:\/\/climatescience.press\/?tag=clintel-declaration"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2023\/08\/0climate-models-epic-fail.webp?fit=999%2C775&ssl=1&resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2023\/08\/0climate-models-epic-fail.webp?fit=999%2C775&ssl=1&resize=350%2C200 1x, https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2023\/08\/0climate-models-epic-fail.webp?fit=999%2C775&ssl=1&resize=525%2C300 1.5x, https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2023\/08\/0climate-models-epic-fail.webp?fit=999%2C775&ssl=1&resize=700%2C400 2x"},"classes":[]},{"id":255107,"url":"https:\/\/climatescience.press\/?p=255107","url_meta":{"origin":266280,"position":5},"title":"The Mysterious AR6 ECS, Part 4, converting observations to ECS","author":"uwe.roland.gross","date":"04\/28\/2023","format":false,"excerpt":"Yet nearly all observation-based estimates of ECS and TCR are below the likely lower bound reported in AR6. The problem with the new AR6 climate sensitivity estimates is not just that they are too high, it is also that they are higher than the\u00a0maximum possible\u00a0observation-based estimates. This is a point\u2026","rel":"","context":"In \"Atlantic Multidecadal Oscillation\"","block_context":{"text":"Atlantic Multidecadal Oscillation","link":"https:\/\/climatescience.press\/?tag=atlantic-multidecadal-oscillation"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2023\/04\/0Featured-part-4.webp?fit=1100%2C601&ssl=1&resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2023\/04\/0Featured-part-4.webp?fit=1100%2C601&ssl=1&resize=350%2C200 1x, https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2023\/04\/0Featured-part-4.webp?fit=1100%2C601&ssl=1&resize=525%2C300 1.5x, https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2023\/04\/0Featured-part-4.webp?fit=1100%2C601&ssl=1&resize=700%2C400 2x, https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2023\/04\/0Featured-part-4.webp?fit=1100%2C601&ssl=1&resize=1050%2C600 3x"},"classes":[]}],"_links":{"self":[{"href":"https:\/\/climatescience.press\/index.php?rest_route=\/wp\/v2\/posts\/266280","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/climatescience.press\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/climatescience.press\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/climatescience.press\/index.php?rest_route=\/wp\/v2\/users\/121246920"}],"replies":[{"embeddable":true,"href":"https:\/\/climatescience.press\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=266280"}],"version-history":[{"count":50,"href":"https:\/\/climatescience.press\/index.php?rest_route=\/wp\/v2\/posts\/266280\/revisions"}],"predecessor-version":[{"id":266339,"href":"https:\/\/climatescience.press\/index.php?rest_route=\/wp\/v2\/posts\/266280\/revisions\/266339"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/climatescience.press\/index.php?rest_route=\/wp\/v2\/media\/266338"}],"wp:attachment":[{"href":"https:\/\/climatescience.press\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=266280"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/climatescience.press\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=266280"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/climatescience.press\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=266280"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}