Carbon-phosphorus cycle models overestimate CO 2 enrichment response in a mature Eucalyptus forest
The importance of phosphorus (P) in regulating ecosystem responses to climate change has fostered P-cycle implementation in land surface models, but their CO effects predictions have not been evaluated against measurements. Here, we perform a data-driven model evaluation where simulations of eight w...
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creator | Jiang, Mingkai Medlyn, Belinda E Wårlind, David Knauer, Jürgen Fleischer, Katrin Goll, Daniel S Olin, Stefan Yang, Xiaojuan Yu, Lin Zaehle, Sönke Zhang, Haicheng Lv, He Crous, Kristine Y Carrillo, Yolima Macdonald, Catriona Anderson, Ian Boer, Matthias M Farrell, Mark Gherlenda, Andrew Castañeda-Gómez, Laura Hasegawa, Shun Jarosch, Klaus Milham, Paul Ochoa-Hueso, Raúl Pathare, Varsha Pihlblad, Johanna Nevado, Juan Piñeiro Powell, Jeff Power, Sally A Reich, Peter Riegler, Markus Ellsworth, David S Smith, Benjamin |
description | The importance of phosphorus (P) in regulating ecosystem responses to climate change has fostered P-cycle implementation in land surface models, but their CO
effects predictions have not been evaluated against measurements. Here, we perform a data-driven model evaluation where simulations of eight widely used P-enabled models were confronted with observations from a long-term free-air CO
enrichment experiment in a mature, P-limited
forest. We show that most models predicted the correct sign and magnitude of the CO
effect on ecosystem carbon (C) sequestration, but they generally overestimated the effects on plant C uptake and growth. We identify leaf-to-canopy scaling of photosynthesis, plant tissue stoichiometry, plant belowground C allocation, and the subsequent consequences for plant-microbial interaction as key areas in which models of ecosystem C-P interaction can be improved. Together, this data-model intercomparison reveals data-driven insights into the performance and functionality of P-enabled models and adds to the existing evidence that the global CO
-driven carbon sink is overestimated by models. |
doi_str_mv | 10.1126/sciadv.adl5822 |
format | Article |
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effects predictions have not been evaluated against measurements. Here, we perform a data-driven model evaluation where simulations of eight widely used P-enabled models were confronted with observations from a long-term free-air CO
enrichment experiment in a mature, P-limited
forest. We show that most models predicted the correct sign and magnitude of the CO
effect on ecosystem carbon (C) sequestration, but they generally overestimated the effects on plant C uptake and growth. We identify leaf-to-canopy scaling of photosynthesis, plant tissue stoichiometry, plant belowground C allocation, and the subsequent consequences for plant-microbial interaction as key areas in which models of ecosystem C-P interaction can be improved. Together, this data-model intercomparison reveals data-driven insights into the performance and functionality of P-enabled models and adds to the existing evidence that the global CO
-driven carbon sink is overestimated by models.</description><identifier>ISSN: 2375-2548</identifier><identifier>EISSN: 2375-2548</identifier><identifier>DOI: 10.1126/sciadv.adl5822</identifier><identifier>PMID: 38959317</identifier><language>eng</language><publisher>United States: American Association for the Advancement of Science (AAAS)</publisher><subject>Carbon - metabolism ; Carbon Cycle ; Carbon Dioxide - metabolism ; Carbon Sequestration ; Climate Change ; Continental interfaces, environment ; Ecosystem ; Eucalyptus - metabolism ; Forests ; Models, Theoretical ; Ocean, Atmosphere ; Phosphorus - metabolism ; Photosynthesis ; Science & Technology - Other Topics ; Sciences of the Universe</subject><ispartof>Science advances, 2024-07, Vol.10 (27), p.eadl5822</ispartof><rights>Distributed under a Creative Commons Attribution 4.0 International License</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c1632-3a86e38968c3307c8b3e1185523b0cc7930a638648a2c14e08b3961e0ecaecb83</cites><orcidid>0000-0002-2723-8671 ; 0000-0003-2773-7865 ; 0000-0001-6220-7531 ; 0000-0003-4424-662X ; 0000-0002-3507-163X ; 0000-0003-4012-7201 ; 0000-0002-9093-9526 ; 0000-0001-9246-9671 ; 0000-0002-4167-4672 ; 0000-0002-8621-3300 ; 0000-0002-6679-4750 ; 0000-0001-5728-9827 ; 0000-0001-9239-4593 ; 0000-0002-6257-0338 ; 0000-0002-1839-6926 ; 0000-0003-4562-2738 ; 0000-0003-1091-2452 ; 0000-0001-7363-431X ; 0000-0001-6362-4572 ; 0000-0003-0502-0361 ; 0000-0003-4567-2081 ; 0000-0002-0825-4174 ; 0000-0002-4947-7067 ; 0000-0002-0068-6749 ; 0000-0001-5602-7956 ; 0000-0001-9478-7593 ; 0000-0002-8726-4601 ; 0000-0002-6987-5337 ; 0000-0002-9982-9518 ; 0009-0004-3122-2965 ; 0000-0002-9313-5953 ; 0000-0002-9699-2272 ; 0000000340127201 ; 0000000299829518 ; 0009000431222965 ; 0000000194787593 ; 0000000163624572 ; 0000000293135953 ; 0000000287264601 ; 0000000200686749 ; 0000000192469671 ; 0000000192394593 ; 0000000345622738 ; 0000000162207531 ; 0000000249477067 ; 0000000227238671 ; 0000000208254174 ; 0000000296992272 ; 000000023507163X ; 0000000310912452 ; 0000000286213300 ; 0000000327737865 ; 0000000241674672 ; 000000017363431X ; 0000000266794750 ; 0000000262570338 ; 0000000218396926 ; 0000000156027956 ; 0000000157289827 ; 0000000290939526 ; 000000034424662X ; 0000000269875337 ; 0000000345672081 ; 0000000305020361</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>230,314,780,784,864,885,27924,27925</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/38959317$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink><backlink>$$Uhttps://hal.science/hal-04648184$$DView record in HAL$$Hfree_for_read</backlink><backlink>$$Uhttps://www.osti.gov/biblio/2471454$$D View this record in Osti.gov$$Hfree_for_read</backlink></links><search><creatorcontrib>Jiang, Mingkai</creatorcontrib><creatorcontrib>Medlyn, Belinda E</creatorcontrib><creatorcontrib>Wårlind, David</creatorcontrib><creatorcontrib>Knauer, Jürgen</creatorcontrib><creatorcontrib>Fleischer, Katrin</creatorcontrib><creatorcontrib>Goll, Daniel S</creatorcontrib><creatorcontrib>Olin, Stefan</creatorcontrib><creatorcontrib>Yang, Xiaojuan</creatorcontrib><creatorcontrib>Yu, Lin</creatorcontrib><creatorcontrib>Zaehle, Sönke</creatorcontrib><creatorcontrib>Zhang, Haicheng</creatorcontrib><creatorcontrib>Lv, He</creatorcontrib><creatorcontrib>Crous, Kristine Y</creatorcontrib><creatorcontrib>Carrillo, Yolima</creatorcontrib><creatorcontrib>Macdonald, Catriona</creatorcontrib><creatorcontrib>Anderson, Ian</creatorcontrib><creatorcontrib>Boer, Matthias M</creatorcontrib><creatorcontrib>Farrell, Mark</creatorcontrib><creatorcontrib>Gherlenda, Andrew</creatorcontrib><creatorcontrib>Castañeda-Gómez, Laura</creatorcontrib><creatorcontrib>Hasegawa, Shun</creatorcontrib><creatorcontrib>Jarosch, Klaus</creatorcontrib><creatorcontrib>Milham, Paul</creatorcontrib><creatorcontrib>Ochoa-Hueso, Raúl</creatorcontrib><creatorcontrib>Pathare, Varsha</creatorcontrib><creatorcontrib>Pihlblad, Johanna</creatorcontrib><creatorcontrib>Nevado, Juan Piñeiro</creatorcontrib><creatorcontrib>Powell, Jeff</creatorcontrib><creatorcontrib>Power, Sally A</creatorcontrib><creatorcontrib>Reich, Peter</creatorcontrib><creatorcontrib>Riegler, Markus</creatorcontrib><creatorcontrib>Ellsworth, David S</creatorcontrib><creatorcontrib>Smith, Benjamin</creatorcontrib><creatorcontrib>Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)</creatorcontrib><title>Carbon-phosphorus cycle models overestimate CO 2 enrichment response in a mature Eucalyptus forest</title><title>Science advances</title><addtitle>Sci Adv</addtitle><description>The importance of phosphorus (P) in regulating ecosystem responses to climate change has fostered P-cycle implementation in land surface models, but their CO
effects predictions have not been evaluated against measurements. Here, we perform a data-driven model evaluation where simulations of eight widely used P-enabled models were confronted with observations from a long-term free-air CO
enrichment experiment in a mature, P-limited
forest. We show that most models predicted the correct sign and magnitude of the CO
effect on ecosystem carbon (C) sequestration, but they generally overestimated the effects on plant C uptake and growth. We identify leaf-to-canopy scaling of photosynthesis, plant tissue stoichiometry, plant belowground C allocation, and the subsequent consequences for plant-microbial interaction as key areas in which models of ecosystem C-P interaction can be improved. Together, this data-model intercomparison reveals data-driven insights into the performance and functionality of P-enabled models and adds to the existing evidence that the global CO
-driven carbon sink is overestimated by models.</description><subject>Carbon - metabolism</subject><subject>Carbon Cycle</subject><subject>Carbon Dioxide - metabolism</subject><subject>Carbon Sequestration</subject><subject>Climate Change</subject><subject>Continental interfaces, environment</subject><subject>Ecosystem</subject><subject>Eucalyptus - metabolism</subject><subject>Forests</subject><subject>Models, Theoretical</subject><subject>Ocean, Atmosphere</subject><subject>Phosphorus - metabolism</subject><subject>Photosynthesis</subject><subject>Science & Technology - Other Topics</subject><subject>Sciences of the 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cycle models overestimate CO 2 enrichment response in a mature Eucalyptus forest</title><author>Jiang, Mingkai ; Medlyn, Belinda E ; Wårlind, David ; Knauer, Jürgen ; Fleischer, Katrin ; Goll, Daniel S ; Olin, Stefan ; Yang, Xiaojuan ; Yu, Lin ; Zaehle, Sönke ; Zhang, Haicheng ; Lv, He ; Crous, Kristine Y ; Carrillo, Yolima ; Macdonald, Catriona ; Anderson, Ian ; Boer, Matthias M ; Farrell, Mark ; Gherlenda, Andrew ; Castañeda-Gómez, Laura ; Hasegawa, Shun ; Jarosch, Klaus ; Milham, Paul ; Ochoa-Hueso, Raúl ; Pathare, Varsha ; Pihlblad, Johanna ; Nevado, Juan Piñeiro ; Powell, Jeff ; Power, Sally A ; Reich, Peter ; Riegler, Markus ; Ellsworth, David S ; Smith, Benjamin</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c1632-3a86e38968c3307c8b3e1185523b0cc7930a638648a2c14e08b3961e0ecaecb83</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Carbon - 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A</creatorcontrib><creatorcontrib>Reich, Peter</creatorcontrib><creatorcontrib>Riegler, Markus</creatorcontrib><creatorcontrib>Ellsworth, David S</creatorcontrib><creatorcontrib>Smith, Benjamin</creatorcontrib><creatorcontrib>Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Hyper Article en Ligne (HAL)</collection><collection>Hyper Article en Ligne (HAL) (Open Access)</collection><collection>OSTI.GOV</collection><jtitle>Science advances</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Jiang, Mingkai</au><au>Medlyn, Belinda E</au><au>Wårlind, David</au><au>Knauer, Jürgen</au><au>Fleischer, Katrin</au><au>Goll, Daniel S</au><au>Olin, Stefan</au><au>Yang, Xiaojuan</au><au>Yu, Lin</au><au>Zaehle, Sönke</au><au>Zhang, Haicheng</au><au>Lv, He</au><au>Crous, Kristine Y</au><au>Carrillo, Yolima</au><au>Macdonald, Catriona</au><au>Anderson, Ian</au><au>Boer, Matthias M</au><au>Farrell, Mark</au><au>Gherlenda, Andrew</au><au>Castañeda-Gómez, Laura</au><au>Hasegawa, Shun</au><au>Jarosch, Klaus</au><au>Milham, Paul</au><au>Ochoa-Hueso, Raúl</au><au>Pathare, Varsha</au><au>Pihlblad, Johanna</au><au>Nevado, Juan Piñeiro</au><au>Powell, Jeff</au><au>Power, Sally A</au><au>Reich, Peter</au><au>Riegler, Markus</au><au>Ellsworth, David S</au><au>Smith, Benjamin</au><aucorp>Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)</aucorp><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Carbon-phosphorus cycle models overestimate CO 2 enrichment response in a mature Eucalyptus forest</atitle><jtitle>Science advances</jtitle><addtitle>Sci Adv</addtitle><date>2024-07-05</date><risdate>2024</risdate><volume>10</volume><issue>27</issue><spage>eadl5822</spage><pages>eadl5822-</pages><issn>2375-2548</issn><eissn>2375-2548</eissn><abstract>The importance of phosphorus (P) in regulating ecosystem responses to climate change has fostered P-cycle implementation in land surface models, but their CO
effects predictions have not been evaluated against measurements. Here, we perform a data-driven model evaluation where simulations of eight widely used P-enabled models were confronted with observations from a long-term free-air CO
enrichment experiment in a mature, P-limited
forest. We show that most models predicted the correct sign and magnitude of the CO
effect on ecosystem carbon (C) sequestration, but they generally overestimated the effects on plant C uptake and growth. We identify leaf-to-canopy scaling of photosynthesis, plant tissue stoichiometry, plant belowground C allocation, and the subsequent consequences for plant-microbial interaction as key areas in which models of ecosystem C-P interaction can be improved. Together, this data-model intercomparison reveals data-driven insights into the performance and functionality of P-enabled models and adds to the existing evidence that the global CO
-driven carbon sink is overestimated by models.</abstract><cop>United States</cop><pub>American Association for the Advancement of Science (AAAS)</pub><pmid>38959317</pmid><doi>10.1126/sciadv.adl5822</doi><orcidid>https://orcid.org/0000-0002-2723-8671</orcidid><orcidid>https://orcid.org/0000-0003-2773-7865</orcidid><orcidid>https://orcid.org/0000-0001-6220-7531</orcidid><orcidid>https://orcid.org/0000-0003-4424-662X</orcidid><orcidid>https://orcid.org/0000-0002-3507-163X</orcidid><orcidid>https://orcid.org/0000-0003-4012-7201</orcidid><orcidid>https://orcid.org/0000-0002-9093-9526</orcidid><orcidid>https://orcid.org/0000-0001-9246-9671</orcidid><orcidid>https://orcid.org/0000-0002-4167-4672</orcidid><orcidid>https://orcid.org/0000-0002-8621-3300</orcidid><orcidid>https://orcid.org/0000-0002-6679-4750</orcidid><orcidid>https://orcid.org/0000-0001-5728-9827</orcidid><orcidid>https://orcid.org/0000-0001-9239-4593</orcidid><orcidid>https://orcid.org/0000-0002-6257-0338</orcidid><orcidid>https://orcid.org/0000-0002-1839-6926</orcidid><orcidid>https://orcid.org/0000-0003-4562-2738</orcidid><orcidid>https://orcid.org/0000-0003-1091-2452</orcidid><orcidid>https://orcid.org/0000-0001-7363-431X</orcidid><orcidid>https://orcid.org/0000-0001-6362-4572</orcidid><orcidid>https://orcid.org/0000-0003-0502-0361</orcidid><orcidid>https://orcid.org/0000-0003-4567-2081</orcidid><orcidid>https://orcid.org/0000-0002-0825-4174</orcidid><orcidid>https://orcid.org/0000-0002-4947-7067</orcidid><orcidid>https://orcid.org/0000-0002-0068-6749</orcidid><orcidid>https://orcid.org/0000-0001-5602-7956</orcidid><orcidid>https://orcid.org/0000-0001-9478-7593</orcidid><orcidid>https://orcid.org/0000-0002-8726-4601</orcidid><orcidid>https://orcid.org/0000-0002-6987-5337</orcidid><orcidid>https://orcid.org/0000-0002-9982-9518</orcidid><orcidid>https://orcid.org/0009-0004-3122-2965</orcidid><orcidid>https://orcid.org/0000-0002-9313-5953</orcidid><orcidid>https://orcid.org/0000-0002-9699-2272</orcidid><orcidid>https://orcid.org/0000000340127201</orcidid><orcidid>https://orcid.org/0000000299829518</orcidid><orcidid>https://orcid.org/0009000431222965</orcidid><orcidid>https://orcid.org/0000000194787593</orcidid><orcidid>https://orcid.org/0000000163624572</orcidid><orcidid>https://orcid.org/0000000293135953</orcidid><orcidid>https://orcid.org/0000000287264601</orcidid><orcidid>https://orcid.org/0000000200686749</orcidid><orcidid>https://orcid.org/0000000192469671</orcidid><orcidid>https://orcid.org/0000000192394593</orcidid><orcidid>https://orcid.org/0000000345622738</orcidid><orcidid>https://orcid.org/0000000162207531</orcidid><orcidid>https://orcid.org/0000000249477067</orcidid><orcidid>https://orcid.org/0000000227238671</orcidid><orcidid>https://orcid.org/0000000208254174</orcidid><orcidid>https://orcid.org/0000000296992272</orcidid><orcidid>https://orcid.org/000000023507163X</orcidid><orcidid>https://orcid.org/0000000310912452</orcidid><orcidid>https://orcid.org/0000000286213300</orcidid><orcidid>https://orcid.org/0000000327737865</orcidid><orcidid>https://orcid.org/0000000241674672</orcidid><orcidid>https://orcid.org/000000017363431X</orcidid><orcidid>https://orcid.org/0000000266794750</orcidid><orcidid>https://orcid.org/0000000262570338</orcidid><orcidid>https://orcid.org/0000000218396926</orcidid><orcidid>https://orcid.org/0000000156027956</orcidid><orcidid>https://orcid.org/0000000157289827</orcidid><orcidid>https://orcid.org/0000000290939526</orcidid><orcidid>https://orcid.org/000000034424662X</orcidid><orcidid>https://orcid.org/0000000269875337</orcidid><orcidid>https://orcid.org/0000000345672081</orcidid><orcidid>https://orcid.org/0000000305020361</orcidid><oa>free_for_read</oa></addata></record> |
fulltext | fulltext |
identifier | ISSN: 2375-2548 |
ispartof | Science advances, 2024-07, Vol.10 (27), p.eadl5822 |
issn | 2375-2548 2375-2548 |
language | eng |
recordid | cdi_osti_scitechconnect_2471454 |
source | MEDLINE; DOAJ Directory of Open Access Journals; Elektronische Zeitschriftenbibliothek - Frei zugängliche E-Journals; PubMed Central |
subjects | Carbon - metabolism Carbon Cycle Carbon Dioxide - metabolism Carbon Sequestration Climate Change Continental interfaces, environment Ecosystem Eucalyptus - metabolism Forests Models, Theoretical Ocean, Atmosphere Phosphorus - metabolism Photosynthesis Science & Technology - Other Topics Sciences of the Universe |
title | Carbon-phosphorus cycle models overestimate CO 2 enrichment response in a mature Eucalyptus forest |
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