{"id":213906,"date":"2022-08-16T19:21:35","date_gmt":"2022-08-16T17:21:35","guid":{"rendered":"https:\/\/climatescience.press\/?p=213906"},"modified":"2022-08-16T19:21:36","modified_gmt":"2022-08-16T17:21:36","slug":"enso-impact-on-the-declining-co2-sink-rate","status":"publish","type":"post","link":"https:\/\/climatescience.press\/?p=213906","title":{"rendered":"ENSO Impact on the Declining CO2 Sink Rate"},"content":{"rendered":"\n<figure class=\"wp-block-image size-full\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"723\" height=\"362\" data-attachment-id=\"213907\" data-permalink=\"https:\/\/climatescience.press\/?attachment_id=213907\" data-orig-file=\"https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2022\/08\/image-624.png?fit=760%2C381&amp;ssl=1\" data-orig-size=\"760,381\" 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-624\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2022\/08\/image-624.png?fit=723%2C362&amp;ssl=1\" src=\"https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2022\/08\/image-624.png?resize=723%2C362&#038;ssl=1\" alt=\"\" class=\"wp-image-213907\" srcset=\"https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2022\/08\/image-624.png?w=760&amp;ssl=1 760w, https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2022\/08\/image-624.png?resize=300%2C150&amp;ssl=1 300w\" sizes=\"auto, (max-width: 723px) 100vw, 723px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.drroyspencer.com\/2022\/08\/enso-impact-on-the-declining-co2-sink-rate\/\">From Dr. Roy Spencer\u2019s Global Warming Blog<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Roy W. Spencer, Ph. D.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">SUMMARY<em>: A simple time-dependent CO2 budget model shows that yearly anthropogenic emissions compared to Mauna Loa CO2 measurements gives a declining CO2 sink rate, which if continued would increase atmospheric CO2 concentrations and presumably anthropogenic climate change. But accounting for ENSO (El Nino\/La Nina) activity during 1959-2021 removes the decline. This is contrary to multiple previous studies that claimed to account for ENSO. A preprint of my paper (not yet peer reviewed) describing the details is at<\/em>&nbsp;<a href=\"https:\/\/www.essoar.org\/doi\/abs\/10.1002\/essoar.10512112.1\">ENSO Impact on the Declining CO2 Sink Rate | Earth and Space Science Open Archive (essoar.org)<\/a>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">UPDATE: The CO2 model, with inputs and outputs, is in an Excel spreadsheet here:&nbsp;<a href=\"https:\/\/www.drroyspencer.com\/wp-content\/uploads\/CO2-budget-model-with-EIA-growth-cases.xlsx\">CO2-budget-model-with-EIA-growth-cases<\/a>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">I decided that the CO2 model I developed a few years ago, and recently reported on&nbsp;<a href=\"https:\/\/www.drroyspencer.com\/2022\/07\/updated-atmospheric-co2-concentration-forecast-through-2050-and-beyond\/\">here<\/a>, was worthy of publication, so I started going through the published literature on the subject. This is a necessary first step if you want to publish a paper and not be embarrassed by reinventing the wheel or claiming something others have already \u201cdisproved\u201d.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The first thing I found was that my idea that Nature each year removes a set fraction of the difference between the observed CO2 concentration and some baseline value is not new. That idea was first published in 2013 (see my preprint link above for details), and it\u2019s called the \u201cCO2 sink rate\u201d.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The second thing I found was that the sink rate has (reportedly) been declining, by as much as 0.54% (relative) per year, even after accounting for ENSO activity. But I only get -0.33% per year (1959-2021) before accounting for ENSO activity, and \u2014 importantly \u2014 0.0% per year after accounting for ENSO.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">This last finding will surely be controversial, because it could mean CO2 in the atmosphere will not rise as much as global carbon cycle modelers say it will. So, I am posting the model and the datasets used along with the paper preprint at&nbsp;<a href=\"https:\/\/www.essoar.org\/doi\/abs\/10.1002\/essoar.10512112.1\">ENSO Impact on the Declining CO2 Sink Rate | Earth and Space Science Open Archive (essoar.org)<\/a>. The analysis is quite simple and I believe defensible. The 2019 paper that got -0.54% per year decline in the sink rate uses complex statistical gymnastics, with a professional statistician as a primary author. My analysis is much simpler, easier to understand, and (I believe) at least as defensible.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The paper will be submitted to Geophysical Research Letters for peer review in the next couple days. In the meantime, I will be inviting the researchers who live and breathe this stuff to poke holes in my analysis.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">via <strong><em><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-blue-color\">Watts Up With That?<\/mark><\/em><\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">August 15, 2022<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-wp-embed is-provider-watts-up-with-that wp-block-embed-watts-up-with-that wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<blockquote class=\"wp-embedded-content\" data-secret=\"qi0X9E4Hhw\"><a href=\"https:\/\/wattsupwiththat.com\/2022\/08\/15\/enso-impact-on-the-declining-co2-sink-rate\/\">ENSO Impact on the Declining CO2 Sink Rate<\/a><\/blockquote><iframe loading=\"lazy\" class=\"wp-embedded-content\" sandbox=\"allow-scripts\" security=\"restricted\" style=\"position: absolute; clip: rect(1px, 1px, 1px, 1px);\" title=\"&#8220;ENSO Impact on the Declining CO2 Sink Rate&#8221; &#8212; Watts Up With That?\" src=\"https:\/\/wattsupwiththat.com\/2022\/08\/15\/enso-impact-on-the-declining-co2-sink-rate\/embed\/#?secret=GASre1yAGN#?secret=qi0X9E4Hhw\" data-secret=\"qi0X9E4Hhw\" width=\"600\" height=\"338\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\"><\/iframe>\n<\/div><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n","protected":false},"excerpt":{"rendered":"<p>The first thing I found was that my idea that Nature each year removes a set fraction of the difference between the observed CO2 concentration and some baseline value is not new.<\/p>\n","protected":false},"author":121246920,"featured_media":213907,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_coblocks_attr":"","_coblocks_dimensions":"","_coblocks_responsive_height":"","_coblocks_accordion_ie_support":"","_crdt_document":"","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_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":[],"class_list":{"0":"post-213906","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","6":"hentry","7":"category-uncategorized","9":"fallback-thumbnail"},"jetpack_publicize_connections":[],"jetpack_featured_media_url":"https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2022\/08\/image-624.png?fit=760%2C381&ssl=1","jetpack_likes_enabled":true,"jetpack_sharing_enabled":true,"jetpack_shortlink":"https:\/\/wp.me\/paxLW1-TE6","jetpack-related-posts":[{"id":389258,"url":"https:\/\/climatescience.press\/?p=389258","url_meta":{"origin":213906,"position":0},"title":"Temperature \u2013 a driver of the carbon cycle","author":"uwe.roland.gross","date":"07\/17\/2025","format":false,"excerpt":"For a long time, the discussion about the relation between temperature and CO2\u00a0concentration has been focused on the greenhouse effect and its possible feedback mechanisms, captured by the concept of sensitivity.","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\/2024\/12\/00ocean-carbon-cycle.png?fit=1200%2C674&ssl=1&resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2024\/12\/00ocean-carbon-cycle.png?fit=1200%2C674&ssl=1&resize=350%2C200 1x, https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2024\/12\/00ocean-carbon-cycle.png?fit=1200%2C674&ssl=1&resize=525%2C300 1.5x, https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2024\/12\/00ocean-carbon-cycle.png?fit=1200%2C674&ssl=1&resize=700%2C400 2x, https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2024\/12\/00ocean-carbon-cycle.png?fit=1200%2C674&ssl=1&resize=1050%2C600 3x"},"classes":[]},{"id":253081,"url":"https:\/\/climatescience.press\/?p=253081","url_meta":{"origin":213906,"position":1},"title":"CO2 Budget Model Update Through 2022: Humans Keep Emitting, Nature Keeps Removing","author":"uwe.roland.gross","date":"04\/15\/2023","format":false,"excerpt":"But clearly the international efforts to reduce CO2 emissions are having no obvious impact. This is unsurprising since global energy demand continues to grow faster than new sources of renewable energy can make up the difference.","rel":"","context":"In \"Climate models\"","block_context":{"text":"Climate models","link":"https:\/\/climatescience.press\/?tag=climate-models"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2023\/04\/0image-20150427-18152-19bkseg.jpg?fit=1200%2C925&ssl=1&resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2023\/04\/0image-20150427-18152-19bkseg.jpg?fit=1200%2C925&ssl=1&resize=350%2C200 1x, https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2023\/04\/0image-20150427-18152-19bkseg.jpg?fit=1200%2C925&ssl=1&resize=525%2C300 1.5x, https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2023\/04\/0image-20150427-18152-19bkseg.jpg?fit=1200%2C925&ssl=1&resize=700%2C400 2x, https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2023\/04\/0image-20150427-18152-19bkseg.jpg?fit=1200%2C925&ssl=1&resize=1050%2C600 3x"},"classes":[]},{"id":319323,"url":"https:\/\/climatescience.press\/?p=319323","url_meta":{"origin":213906,"position":2},"title":"Net Zero CO2 Emissions: A Damaging and Totally Unnecessary Goal","author":"uwe.roland.gross","date":"04\/21\/2024","format":false,"excerpt":"The goal of reaching \u201cNet Zero\u201d global anthropogenic emissions of carbon dioxide sounds overwhelmingly difficult. While humanity continues producing CO2 at increasing rates (with a temporary pause during COVID), how can we ever reach the point where these emissions start to fall, let alone reach zero by 2050 or 2060?","rel":"","context":"In \"CO2\"","block_context":{"text":"CO2","link":"https:\/\/climatescience.press\/?tag=co2"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2024\/04\/0Mauna-Loa-NOAA-Observatory.jpg?fit=1200%2C733&ssl=1&resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2024\/04\/0Mauna-Loa-NOAA-Observatory.jpg?fit=1200%2C733&ssl=1&resize=350%2C200 1x, https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2024\/04\/0Mauna-Loa-NOAA-Observatory.jpg?fit=1200%2C733&ssl=1&resize=525%2C300 1.5x, https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2024\/04\/0Mauna-Loa-NOAA-Observatory.jpg?fit=1200%2C733&ssl=1&resize=700%2C400 2x, https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2024\/04\/0Mauna-Loa-NOAA-Observatory.jpg?fit=1200%2C733&ssl=1&resize=1050%2C600 3x"},"classes":[]},{"id":209107,"url":"https:\/\/climatescience.press\/?p=209107","url_meta":{"origin":213906,"position":3},"title":"Updated Atmospheric CO2 Concentration Forecast through 2050 and beyond","author":"uwe.roland.gross","date":"07\/18\/2022","format":false,"excerpt":"Summary The simple CO2 budget model I introduced in 2019 is updated with the latest Mauna Loa measurements of atmospheric CO2 and with new Energy Information Administration estimates of global CO2 emissions through 2050. The model suggests that atmospheric CO2 will barely double pre-industrial levels by 2100, with a total\u2026","rel":"","context":"Similar post","block_context":{"text":"Similar post","link":""},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2022\/07\/0CO2-model-vs-MLO-1950-2100.jpg?fit=960%2C960&ssl=1&resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2022\/07\/0CO2-model-vs-MLO-1950-2100.jpg?fit=960%2C960&ssl=1&resize=350%2C200 1x, https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2022\/07\/0CO2-model-vs-MLO-1950-2100.jpg?fit=960%2C960&ssl=1&resize=525%2C300 1.5x, https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2022\/07\/0CO2-model-vs-MLO-1950-2100.jpg?fit=960%2C960&ssl=1&resize=700%2C400 2x"},"classes":[]},{"id":340761,"url":"https:\/\/climatescience.press\/?p=340761","url_meta":{"origin":213906,"position":4},"title":"Extension of the linear carbon sink model \u2013 temperature matters","author":"uwe.roland.gross","date":"08\/26\/2024","format":false,"excerpt":"The temperature-enhanced model also reproduces nicely the CO2 concentrations of the Vostok ice core data series. As a side effect, this confirms that in paleo-climate data series, temperature leads CO2 concentration.","rel":"","context":"In \"anthropogenic emissions\"","block_context":{"text":"anthropogenic emissions","link":"https:\/\/climatescience.press\/?tag=anthropogenic-emissions"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2024\/08\/00OSC_Microbio_08_07_CCycle.jpg?fit=1200%2C844&ssl=1&resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2024\/08\/00OSC_Microbio_08_07_CCycle.jpg?fit=1200%2C844&ssl=1&resize=350%2C200 1x, https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2024\/08\/00OSC_Microbio_08_07_CCycle.jpg?fit=1200%2C844&ssl=1&resize=525%2C300 1.5x, https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2024\/08\/00OSC_Microbio_08_07_CCycle.jpg?fit=1200%2C844&ssl=1&resize=700%2C400 2x, https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2024\/08\/00OSC_Microbio_08_07_CCycle.jpg?fit=1200%2C844&ssl=1&resize=1050%2C600 3x"},"classes":[]},{"id":372880,"url":"https:\/\/climatescience.press\/?p=372880","url_meta":{"origin":213906,"position":5},"title":"Examining the Global Carbon Project\u2019s Estimates of CO2 Sources and Sinks, 1959-2023","author":"uwe.roland.gross","date":"03\/31\/2025","format":false,"excerpt":"By choosing the \u201cbest\u201d models and estimates of CO2 fluxes (those which best explain year-to-year changes in atmospheric CO2 content as measured at Mauna Loa, HI) for the period 1959-2023 as provided by the Global Carbon Project, a multiple linear regression of yearly Mauna Loa CO2 changes against those \u201cbest\u201d\u2026","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\/2025\/03\/0roywspencer_13617_hot_summer_day_with_puffy_clouds_over_a_corn__82601fd1-84ed-4754-bc55-d3fd32ffe0f1.webp?fit=1200%2C600&ssl=1&resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2025\/03\/0roywspencer_13617_hot_summer_day_with_puffy_clouds_over_a_corn__82601fd1-84ed-4754-bc55-d3fd32ffe0f1.webp?fit=1200%2C600&ssl=1&resize=350%2C200 1x, https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2025\/03\/0roywspencer_13617_hot_summer_day_with_puffy_clouds_over_a_corn__82601fd1-84ed-4754-bc55-d3fd32ffe0f1.webp?fit=1200%2C600&ssl=1&resize=525%2C300 1.5x, https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2025\/03\/0roywspencer_13617_hot_summer_day_with_puffy_clouds_over_a_corn__82601fd1-84ed-4754-bc55-d3fd32ffe0f1.webp?fit=1200%2C600&ssl=1&resize=700%2C400 2x, https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2025\/03\/0roywspencer_13617_hot_summer_day_with_puffy_clouds_over_a_corn__82601fd1-84ed-4754-bc55-d3fd32ffe0f1.webp?fit=1200%2C600&ssl=1&resize=1050%2C600 3x"},"classes":[]}],"_links":{"self":[{"href":"https:\/\/climatescience.press\/index.php?rest_route=\/wp\/v2\/posts\/213906","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=213906"}],"version-history":[{"count":3,"href":"https:\/\/climatescience.press\/index.php?rest_route=\/wp\/v2\/posts\/213906\/revisions"}],"predecessor-version":[{"id":213910,"href":"https:\/\/climatescience.press\/index.php?rest_route=\/wp\/v2\/posts\/213906\/revisions\/213910"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/climatescience.press\/index.php?rest_route=\/wp\/v2\/media\/213907"}],"wp:attachment":[{"href":"https:\/\/climatescience.press\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=213906"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/climatescience.press\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=213906"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/climatescience.press\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=213906"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}