{"id":1520,"date":"2026-01-15T10:55:52","date_gmt":"2026-01-15T10:55:52","guid":{"rendered":"https:\/\/research.reading.ac.uk\/palaeoclimate\/?p=1520"},"modified":"2026-01-15T10:56:33","modified_gmt":"2026-01-15T10:56:33","slug":"global-optimality-based-model-of-c3-and-c4-plant-distribution","status":"publish","type":"post","link":"https:\/\/research.reading.ac.uk\/palaeoclimate\/global-optimality-based-model-of-c3-and-c4-plant-distribution\/","title":{"rendered":"Global Optimality-Based Model of C3 and C4 Plant Distribution"},"content":{"rendered":"<p><strong>A new publication involving SPECIAL group PI Sandy Harrison<\/strong> has recently been published in <a href=\"https:\/\/www.nature.com\/articles\/s43247-025-03102-6\" target=\"_blank\" rel=\"noopener\"><em>Communications Earth &amp; Environment<\/em><\/a>, sharing work from the Alienor Lavergne on global optimality-based modelling of C3 and C4 plant distribution. The study will contribute to the <a href=\"https:\/\/research.reading.ac.uk\/palaeoclimate\/projects\/\">LEMONTREE<\/a> project as we work towards developing new theory for land-surface modelling derived from optimality theory and climate data. You can <strong>read below for an overview of the study written by Natalie Sanders<\/strong>.<\/p>\n<h2>Introduction<\/h2>\n<p>As atmospheric CO\u2082 rises, ecosystems around the world respond in complex and sometimes surprising ways. One such response involves the balance between two major types of plants on Earth: C3 plants (left), which include trees and most temperate grasses, and C4 plants (right), which dominate many tropical grasslands and savannas and include important crops like maize and sugarcane.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-2774\" src=\"https:\/\/research.reading.ac.uk\/lemontree\/wp-content\/uploads\/sites\/190\/2025\/12\/grass-c3-300x300.jpg\" alt=\"\" width=\"300\" height=\"300\" \/> <img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-2777 \" src=\"https:\/\/research.reading.ac.uk\/lemontree\/wp-content\/uploads\/sites\/190\/2025\/12\/maize-300x225.jpg\" alt=\"\" width=\"387\" height=\"290\" \/><\/p>\n<p>Understanding how the global abundance of C3 and C4 vegetation is changing and what this means for the carbon cycle, is essential for interpreting long-term trends in the atmosphere, including the isotopic \u201csignature\u201d of CO\u2082.<\/p>\n<p>A new study led by Alienor Lavergne uses a global optimality-based model of C3 and C4 plant distribution combined with a simple carbon-cycle model to investigate how the changing balance between these plant types has contributed to the observed trend in atmospheric carbon isotopes over the past four decades. The work builds on long-standing uncertainties around why atmospheric carbon isotopes (\u03b4\u00b9\u00b3CO\u2082) are declining more slowly than expected, a discrepancy linked to the well-known Suess effect.<\/p>\n<h2>A global decline in C4 vegetation despite growing C4 croplands<\/h2>\n<p>Lavergne\u2019s model suggests that the fraction of C4 vegetation globally declined from about 16% to 12% between 1982 and 2016.<\/p>\n<p>This may seem counter-intuitive, given that C4 crops have expanded over the same period. But rising CO\u2082 gives a stronger competitive advantage to C3 plants, which benefit more from CO\u2082 fertilisation than C4 species. As a result, natural C4 grasslands and savannas appear to be losing relative ground.<\/p>\n<p>The new model shows strong agreement with observed soil carbon isotopes\u2014one of the best indicators of local C3\/C4 vegetation balance\u2014and performs better than previous global maps in key regions like Africa and Australia.<\/p>\n<h2>What does this shift mean for global photosynthesis?<\/h2>\n<p>The reduced dominance of C4 plants, combined with rising CO\u2082, results in a substantial increase in global plant productivity.<\/p>\n<p>The study estimates:<\/p>\n<ul>\n<li>Global gross primary production (GPP) increased by ~16.5 \u00b1 1.8 PgC from 1982\u20132016<\/li>\n<li>This is consistent with other reconstructions based on remote sensing and ice-core proxies<\/li>\n<li>The largest increases occur in regions where C3 plants thrive under elevated CO\u2082, including tropical and European forests<\/li>\n<\/ul>\n<p>This reinforces a broader picture: despite widespread ecosystem stresses, global photosynthesis has increased over recent decades, largely because of CO\u2082 fertilisation.<\/p>\n<h2>How does this affect atmospheric carbon isotopes?<\/h2>\n<p>C3 and C4 plants have different carbon isotope \u201cfingerprints.\u201d C3 plants discriminate more strongly against the heavy carbon isotope (\u00b9\u00b3C), meaning changes in their relative abundance can alter the isotopic composition of atmospheric CO\u2082 (\u03b4\u00b9\u00b3CO\u2082).<\/p>\n<p>This study found:<\/p>\n<ul>\n<li>If C3\/C4 distributions were fixed, \u0394\u00b9\u00b3C (land carbon isotope discrimination) should increase only slightly with rising CO\u2082<\/li>\n<li>But accounting for the observed decline in C4 plants increases global \u0394\u00b9\u00b3C threefold<\/li>\n<li>This shift slightly reduces the mismatch between modelled and observed \u03b4\u00b9\u00b3CO\u2082 trends<\/li>\n<\/ul>\n<p>However, and crucially, the changes in plant abundance can only explain some of the discrepancy.<\/p>\n<p>Even after accounting for changes in C3\/C4 coverage and their isotope discrimination, the observed slowdown in the Suess effect remains largely unexplained with the difference between modelled and observed \u03b4\u00b9\u00b3CO\u2082 is reduced but not eliminated<\/p>\n<p>This indicates that other, still unquantified processes, such as soil respiration, post-photosynthetic fractionation or ocean\u2013atmosphere carbon exchange must also be influencing the global carbon isotope budget.<\/p>\n<div class=\"mceTemp\"><\/div>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-1521 aligncenter\" src=\"https:\/\/research.reading.ac.uk\/palaeoclimate\/wp-content\/uploads\/sites\/78\/2026\/01\/alienor_fig1.png\" alt=\"\" width=\"843\" height=\"377\" srcset=\"https:\/\/research.reading.ac.uk\/palaeoclimate\/wp-content\/uploads\/sites\/78\/2026\/01\/alienor_fig1.png 843w, https:\/\/research.reading.ac.uk\/palaeoclimate\/wp-content\/uploads\/sites\/78\/2026\/01\/alienor_fig1-300x134.png 300w, https:\/\/research.reading.ac.uk\/palaeoclimate\/wp-content\/uploads\/sites\/78\/2026\/01\/alienor_fig1-768x343.png 768w\" sizes=\"auto, (max-width: 843px) 100vw, 843px\" \/><\/p>\n<p style=\"text-align: center\"><em>Observed and modelled atmospheric \u03b4\u00b9\u00b3CO\u2082 (\u2030) from a simple three-box carbon-cycle model. (a) Original model configurations with fixed (blue) and CO\u2082-driven (green) \u0394\u00b9\u00b3C (after Keeling 2017; Graven 2020). (b) Simulations separating C4 (box 1) and C3 (boxes 2\u20133) vegetation, with constant \u0394\u00b9\u00b3C and F\u2084 (blue), variable \u0394\u00b9\u00b3C only (green), and variable \u0394\u00b9\u00b3C and C3\/C4 fractions (brown).3. In brown is the simulation when \u039413C, F4 and F3 vary.<\/em><\/p>\n<h2>Why does this matter?<\/h2>\n<p>Carbon isotopes help scientists understand how much CO\u2082 is being absorbed by the land and ocean, and how fast. If the expected isotopic response doesn\u2019t match the atmospheric record, it raises questions about how carbon moves through ecosystems and how soils store and release carbon. By showing that changes in C3\/C4 vegetation cannot fully explain the slower-than-expected isotopic decline, the study highlights gaps in our understanding of how carbon is processed by the biosphere\u2014a critical issue for predicting future climate-carbon feedbacks.<\/p>\n<h2>Conclusion<\/h2>\n<p>This study provides the clearest evidence yet that recent global declines in C4 plants have only a minor effect on atmospheric carbon isotope trends. While shifting plant distributions do alter global photosynthesis and isotope discrimination, they cannot explain the slower-than-expected decline in \u03b4\u00b9\u00b3CO\u2082.<\/p>\n<p>Instead, the results point to missing processes in global carbon cycle models, likely involving soils, plant physiology or ocean-atmosphere exchanges that must be better understood to accurately track Earth\u2019s carbon balance under rising CO\u2082.<\/p>\n<p>&nbsp;<\/p>\n<h2>You can read the full paper here:<\/h2>\n<p>Lavergne, A., Harrison, S.P., Atsawawaranunt, K., Dong, N. &amp; Prentice, I.C. (2026). Minimal impact of recent decline in C4 vegetation abundance on atmospheric carbon isotope composition. Communications Earth and Environment. <a href=\"https:\/\/doi.org\/10.1038\/s43247-025-03102-6\" target=\"_blank\" rel=\"noopener\">https:\/\/doi.org\/10.1038\/s43247-025-03102-6<\/a><\/p>\n<p>Blog Post by Natalie Sanders<\/p>\n","protected":false},"excerpt":{"rendered":"<p>A new publication involving SPECIAL group PI Sandy Harrison has recently been published in Communications Earth &amp; Environment, sharing work from the Alienor Lavergne on global optimality-based modelling of C3&#8230;<a class=\"read-more\" href=\"&#104;&#116;&#116;&#112;&#115;&#58;&#47;&#47;&#114;&#101;&#115;&#101;&#97;&#114;&#99;&#104;&#46;&#114;&#101;&#97;&#100;&#105;&#110;&#103;&#46;&#97;&#99;&#46;&#117;&#107;&#47;&#112;&#97;&#108;&#97;&#101;&#111;&#99;&#108;&#105;&#109;&#97;&#116;&#101;&#47;&#103;&#108;&#111;&#98;&#97;&#108;&#45;&#111;&#112;&#116;&#105;&#109;&#97;&#108;&#105;&#116;&#121;&#45;&#98;&#97;&#115;&#101;&#100;&#45;&#109;&#111;&#100;&#101;&#108;&#45;&#111;&#102;&#45;&#99;&#51;&#45;&#97;&#110;&#100;&#45;&#99;&#52;&#45;&#112;&#108;&#97;&#110;&#116;&#45;&#100;&#105;&#115;&#116;&#114;&#105;&#98;&#117;&#116;&#105;&#111;&#110;&#47;\">Read More ><\/a><\/p>\n","protected":false},"author":959,"featured_media":1521,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"__cvm_playback_settings":[],"__cvm_video_id":"","footnotes":""},"categories":[22],"tags":[],"class_list":["post-1520","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.8.1 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Global Optimality-Based Model of C3 and C4 Plant Distribution - SPECIAL Palaeoclimate<\/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:\/\/research.reading.ac.uk\/palaeoclimate\/global-optimality-based-model-of-c3-and-c4-plant-distribution\/\" \/>\n<meta property=\"og:locale\" content=\"en_GB\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Global Optimality-Based Model of C3 and C4 Plant Distribution - SPECIAL Palaeoclimate\" \/>\n<meta property=\"og:description\" content=\"A new publication involving SPECIAL group PI Sandy Harrison has recently been published in Communications Earth &amp; 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