{"id":3543,"date":"2020-09-04T13:56:43","date_gmt":"2020-09-04T13:56:43","guid":{"rendered":"https:\/\/globalchangeecology.com\/?p=3543"},"modified":"2020-09-04T14:04:59","modified_gmt":"2020-09-04T14:04:59","slug":"a-tale-of-known-unknowns-and-unknown-unknowns","status":"publish","type":"post","link":"https:\/\/globalchangeecology.com\/2020\/09\/04\/a-tale-of-known-unknowns-and-unknown-unknowns\/","title":{"rendered":"A tale of \u201cknown unknowns\u201d and \u201cunknown unknowns\u201d"},"content":{"rendered":"\n<p>Economies around the world are suffering from more than 10% contraction, a substantial share of which will be permanent. At the same time, countries like the US will be taking on more debt this year than its whole economy can produce in 2020 \u2013 a first on any scale, even considering war times. These headlines are a shock reminder of what a pandemic, even one of comparatively limited mortality risk, can cause. Considering the inter-social, as well as inter-generational impacts, the real global damage is likely unseen at least since World War II. However, Covid-19 is \u201conly\u201d a phenomenon limited in scale, scope and time. Climate Change and its impacts across scale, scope and time, have been quietly causing significantly more harm and danger to society and there is no sign of slowing down. One would assume that this should warrant much greater and prolonged mitigation and adaptation efforts compared to e.g. containing the spread of Covid-19.<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"461\" src=\"https:\/\/globalchangeecology.com\/wp-content\/uploads\/2020\/09\/pic_impact-on-mortality_impactlab_03092020-1024x461.jpg\" alt=\"\" class=\"wp-image-3544\" srcset=\"https:\/\/globalchangeecology.com\/wp-content\/uploads\/2020\/09\/pic_impact-on-mortality_impactlab_03092020-1024x461.jpg 1024w, https:\/\/globalchangeecology.com\/wp-content\/uploads\/2020\/09\/pic_impact-on-mortality_impactlab_03092020-300x135.jpg 300w, https:\/\/globalchangeecology.com\/wp-content\/uploads\/2020\/09\/pic_impact-on-mortality_impactlab_03092020-768x346.jpg 768w, https:\/\/globalchangeecology.com\/wp-content\/uploads\/2020\/09\/pic_impact-on-mortality_impactlab_03092020.jpg 1531w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption><strong>Figure:<\/strong> Mortality costs under RCP 8.5 climate change scenario by the end of the century<br><strong>Source:<\/strong> <a href=\"http:\/\/www.impactlab.org\/map\/#usmeas=change-from-hist&amp;usyear=2020-2039&amp;gmeas=change-from-hist&amp;gyear=2080-2099&amp;usvar=mortality&amp;tab=global&amp;gvar=mortality\">Climate Impact Lab<\/a><\/figcaption><\/figure><\/div>\n\n\n\n<p>Nevertheless, based on the most up-to-date studies, e.g. by the European Union<sup>1<\/sup> or the American Climate Prospectus<sup>2<\/sup>, the total damage of Climate Change to the global economy is likely to be only around 2% p.a. in an RCP8.5 scenario and less than 1% p.a. in a RCP4.5 scenario, in\/at around the year 2100 (!). It is, in my opinion, no surprise that these fairly limited damages in ca. 80 years from now fail to transmit both the significance and urgency of the overall problem. To put this in perspective, this accounting indicates that the long-term damage of lost growth in 2020 due to Covid-19 would be many times greater than even a 2% p.a. damage from Climate Change 80 years from now, simply due to compounding effects. If it seems to be almost unilaterally agreed that Climate Change poses a potentially existential thread to society, how come this is not reflected in the numbers even after more than 30 years (and a Nobel price) of academic research?<\/p>\n\n\n\n<p class=\"has-text-align-left\">The short answer, referring to prominent scholars such as Sir Nicholas Stern or Joseph Stiglitz, is \u201cknown unknowns\u201d and \u201cunknown unknowns\u201d and how they have been treated in socio-economic damage estimates.<\/p>\n\n\n\n<p>According to a recent joint policy publication of leading Climate Change research institutes<sup>3<\/sup>, many \u2013 if not the overwhelming majority \u2013 of damages likely caused by Climate Change remain poorly reflected and, in most cases, even simply omitted. While many estimates are still based on either unrealistic assumptions \u2013 such as a linear damage function with no tail events \u2013 or outdated impact assessments<sup>4<\/sup>, whole industries or impact categories are still completely neglected. In my opinion, the fact that damages to Ecosystem Services (including Biodiversity) are still effectively omitted by many models on the basis of being \u201chard to value\u201d renders the outcome of current damage estimates not only grossly unrealistic, but misleading and politically dangerous. \u201cHard to value\u201d should not be an excuse to \u201cnot value\u201d, as e.g. Daniel Kahneman long ago pointed out the many disadvantages qualitative statements have compared to quantitative statements, especially within the context of political decision making or investment decisions.<\/p>\n\n\n\n<p>The good news is that, even though the task of reflecting the impact of Climate Change on Ecosystem Services (including Biodiversity) into global damage functions remains neglected, private initiatives like the <a href=\"http:\/\/www.impactlab.org\/\">http:\/\/www.impactlab.org\/<\/a> or ongoing efforts of several research institutions like the <em>Grantham Research Institute on Climate Change and the Environment<\/em> are beginning to address many of the prevailing obstacles in often very creative and interdisciplinary ways. GCE can \u2013 and maybe should \u2013 play an important role within these efforts, as we are ideally positioned to understand both the socio-economic as well as ecological aspects, and certainly understand that worst-case scenarios as they are currently communicated probably do not bring across the actual urgency and magnitude of the \u201cproblem\u201d.<\/p>\n\n\n\n<p>References:<\/p>\n\n\n\n<p>1 <a href=\"https:\/\/ec.europa.eu\/jrc\/en\/peseta-iv\">https:\/\/ec.europa.eu\/jrc\/en\/peseta-iv<\/a><\/p>\n\n\n\n<p>2 <a href=\"https:\/\/science.sciencemag.org\/content\/356\/6345\/1362\">https:\/\/science.sciencemag.org\/content\/356\/6345\/1362<\/a><\/p>\n\n\n\n<p>3 <a href=\"https:\/\/www.lse.ac.uk\/granthaminstitute\/publication\/the-missing-economic-risks-in-assessments-of-climate-change-impacts\/\">https:\/\/www.lse.ac.uk\/granthaminstitute\/publication\/the-missing-economic-risks-in-assessments-of-climate-change-impacts\/<\/a><\/p>\n\n\n\n<p>4 <a href=\"https:\/\/www.nature.com\/articles\/s41467-017-01792-x\">https:\/\/www.nature.com\/articles\/s41467-017-01792-x<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Economies around the world are suffering from more than 10% contraction, a substantial share of which will be permanent. At the same time, countries like the US will be taking on more debt this year than its whole economy can produce in 2020 \u2013 a first on any scale, even considering war times. These headlines [&hellip;]<\/p>\n<div class=\"shariff shariff-align-flex-start shariff-widget-align-flex-start\"><div class=\"ShariffHeadline\">Share this<\/div><ul class=\"shariff-buttons theme-round orientation-horizontal buttonsize-small\"><li class=\"shariff-button facebook shariff-nocustomcolor\" style=\"background-color:#4273c8\"><a href=\"https:\/\/www.facebook.com\/sharer\/sharer.php?u=https%3A%2F%2Fglobalchangeecology.com%2F2020%2F09%2F04%2Fa-tale-of-known-unknowns-and-unknown-unknowns%2F\" title=\"Share on Facebook\" aria-label=\"Share on Facebook\" role=\"button\" rel=\"nofollow\" class=\"shariff-link\" style=\"; background-color:#3b5998; color:#fff\" target=\"_blank\"><span class=\"shariff-icon\" style=\"\"><svg width=\"32px\" height=\"20px\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 18 32\"><path fill=\"#3b5998\" d=\"M17.1 0.2v4.7h-2.8q-1.5 0-2.1 0.6t-0.5 1.9v3.4h5.2l-0.7 5.3h-4.5v13.6h-5.5v-13.6h-4.5v-5.3h4.5v-3.9q0-3.3 1.9-5.2t5-1.8q2.6 0 4.1 0.2z\"\/><\/svg><\/span><\/a><\/li><li class=\"shariff-button twitter shariff-nocustomcolor\" style=\"background-color:#595959\"><a href=\"https:\/\/twitter.com\/share?url=https%3A%2F%2Fglobalchangeecology.com%2F2020%2F09%2F04%2Fa-tale-of-known-unknowns-and-unknown-unknowns%2F&text=A%20tale%20of%20%E2%80%9Cknown%20unknowns%E2%80%9D%20and%20%E2%80%9Cunknown%20unknowns%E2%80%9D\" title=\"Share on X\" aria-label=\"Share on X\" role=\"button\" rel=\"noopener nofollow\" class=\"shariff-link\" style=\"; background-color:#000; color:#fff\" target=\"_blank\"><span class=\"shariff-icon\" style=\"\"><svg width=\"32px\" height=\"20px\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 24 24\"><path fill=\"#000\" d=\"M14.258 10.152L23.176 0h-2.113l-7.747 8.813L7.133 0H0l9.352 13.328L0 23.973h2.113l8.176-9.309 6.531 9.309h7.133zm-2.895 3.293l-.949-1.328L2.875 1.56h3.246l6.086 8.523.945 1.328 7.91 11.078h-3.246zm0 0\"\/><\/svg><\/span><\/a><\/li><li class=\"shariff-button info shariff-nocustomcolor\" style=\"background-color:#eee\"><a href=\"http:\/\/ct.de\/-2467514\" title=\"More information\" aria-label=\"More information\" role=\"button\" rel=\"noopener \" class=\"shariff-link\" style=\"; background-color:#fff; color:#fff\" target=\"_blank\"><span class=\"shariff-icon\" style=\"\"><svg width=\"32px\" height=\"20px\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 11 32\"><path fill=\"#999\" d=\"M11.4 24v2.3q0 0.5-0.3 0.8t-0.8 0.4h-9.1q-0.5 0-0.8-0.4t-0.4-0.8v-2.3q0-0.5 0.4-0.8t0.8-0.4h1.1v-6.8h-1.1q-0.5 0-0.8-0.4t-0.4-0.8v-2.3q0-0.5 0.4-0.8t0.8-0.4h6.8q0.5 0 0.8 0.4t0.4 0.8v10.3h1.1q0.5 0 0.8 0.4t0.3 0.8zM9.2 3.4v3.4q0 0.5-0.4 0.8t-0.8 0.4h-4.6q-0.4 0-0.8-0.4t-0.4-0.8v-3.4q0-0.4 0.4-0.8t0.8-0.4h4.6q0.5 0 0.8 0.4t0.4 0.8z\"\/><\/svg><\/span><\/a><\/li><\/ul><\/div>","protected":false},"author":31,"featured_media":3551,"comment_status":"open","ping_status":"open","sticky":true,"template":"","format":"standard","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[13],"tags":[],"class_list":["post-3543","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-opinion","gallery-content-unit"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.1.1 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>A tale of \u201cknown unknowns\u201d and \u201cunknown unknowns\u201d - Global Change Ecology<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/globalchangeecology.com\/2020\/09\/04\/a-tale-of-known-unknowns-and-unknown-unknowns\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"A tale of \u201cknown unknowns\u201d and \u201cunknown unknowns\u201d - Global Change Ecology\" \/>\n<meta property=\"og:description\" content=\"Economies around the world are suffering from more than 10% contraction, a substantial share of which will be permanent. At the same time, countries like the US will be taking on more debt this year than its whole economy can produce in 2020 \u2013 a first on any scale, even considering war times. These headlines [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/globalchangeecology.com\/2020\/09\/04\/a-tale-of-known-unknowns-and-unknown-unknowns\/\" \/>\n<meta property=\"og:site_name\" content=\"Global Change Ecology\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/GCE.Bayreuth\" \/>\n<meta property=\"article:published_time\" content=\"2020-09-04T13:56:43+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2020-09-04T14:04:59+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/globalchangeecology.com\/wp-content\/uploads\/2020\/09\/figures-2473795_960_720.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"960\" \/>\n\t<meta property=\"og:image:height\" content=\"660\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Tobias Maximilian Wildner\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@gcebayreuth\" \/>\n<meta name=\"twitter:site\" content=\"@gcebayreuth\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Tobias Maximilian Wildner\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/globalchangeecology.com\/2020\/09\/04\/a-tale-of-known-unknowns-and-unknown-unknowns\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/globalchangeecology.com\/2020\/09\/04\/a-tale-of-known-unknowns-and-unknown-unknowns\/\"},\"author\":{\"name\":\"Tobias Maximilian Wildner\",\"@id\":\"https:\/\/globalchangeecology.com\/#\/schema\/person\/93a51c7094bc3d981fb444b43c1178ac\"},\"headline\":\"A tale of \u201cknown unknowns\u201d and \u201cunknown unknowns\u201d\",\"datePublished\":\"2020-09-04T13:56:43+00:00\",\"dateModified\":\"2020-09-04T14:04:59+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/globalchangeecology.com\/2020\/09\/04\/a-tale-of-known-unknowns-and-unknown-unknowns\/\"},\"wordCount\":678,\"commentCount\":3,\"publisher\":{\"@id\":\"https:\/\/globalchangeecology.com\/#organization\"},\"image\":{\"@id\":\"https:\/\/globalchangeecology.com\/2020\/09\/04\/a-tale-of-known-unknowns-and-unknown-unknowns\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/globalchangeecology.com\/wp-content\/uploads\/2020\/09\/figures-2473795_960_720.jpg\",\"articleSection\":[\"Opinion\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/globalchangeecology.com\/2020\/09\/04\/a-tale-of-known-unknowns-and-unknown-unknowns\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/globalchangeecology.com\/2020\/09\/04\/a-tale-of-known-unknowns-and-unknown-unknowns\/\",\"url\":\"https:\/\/globalchangeecology.com\/2020\/09\/04\/a-tale-of-known-unknowns-and-unknown-unknowns\/\",\"name\":\"A tale of \u201cknown unknowns\u201d and \u201cunknown unknowns\u201d - 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