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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Veröffentlicht in:Science advances 2024-07, Vol.10 (27), p.eadl5822
Hauptverfasser: 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
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container_end_page
container_issue 27
container_start_page eadl5822
container_title Science advances
container_volume 10
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
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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>
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identifier ISSN: 2375-2548
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issn 2375-2548
2375-2548
language eng
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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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