IDEAS home Printed from https://ideas.repec.org/a/nat/natcom/v13y2022i1d10.1038_s41467-022-31380-7.html
   My bibliography  Save this article

Rates and drivers of aboveground carbon accumulation in global monoculture plantation forests

Author

Listed:
  • Jacob J. Bukoski

    (Conservation International
    University of California)

  • Susan C. Cook-Patton

    (The Nature Conservancy
    Smithsonian Conservation Biology Institute)

  • Cyril Melikov

    (University of California
    Environmental Defense Fund)

  • Hongyi Ban

    (University of California)

  • Jessica L. Chen

    (University of California)

  • Elizabeth D. Goldman

    (World Resources Institute)

  • Nancy L. Harris

    (World Resources Institute)

  • Matthew D. Potts

    (University of California
    Carbon Direct, Inc.)

Abstract

Restoring forest cover is a key action for mitigating climate change. Although monoculture plantations dominate existing commitments to restore forest cover, we lack a synthetic view of how carbon accumulates in these systems. Here, we assemble a global database of 4756 field-plot measurements from monoculture plantations across all forested continents. With these data, we model carbon accumulation in aboveground live tree biomass and examine the biological, environmental, and human drivers that influence this growth. Our results identify four-fold variation in carbon accumulation rates across tree genera, plant functional types, and biomes, as well as the key mediators (e.g., genus of tree, endemism of species, prior land use) of variation in these rates. Our nonlinear growth models advance our understanding of carbon accumulation in forests relative to mean annual rates, particularly during the next few decades that are critical for mitigating climate change.

Suggested Citation

  • Jacob J. Bukoski & Susan C. Cook-Patton & Cyril Melikov & Hongyi Ban & Jessica L. Chen & Elizabeth D. Goldman & Nancy L. Harris & Matthew D. Potts, 2022. "Rates and drivers of aboveground carbon accumulation in global monoculture plantation forests," Nature Communications, Nature, vol. 13(1), pages 1-13, December.
    • Handle: RePEc:nat:natcom:v:13:y:2022:i:1:d:10.1038_s41467-022-31380-7
    DOI: 10.1038/s41467-022-31380-7
    as

    Download full text from publisher

    File URL: https://www.nature.com/articles/s41467-022-31380-7
    File Function: Abstract
    Download Restriction: no
    File URL: https://libkey.io/10.1038/s41467-022-31380-7?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Franklin Satterthwaite, 1941. "Synthesis of variance," Psychometrika, Springer;The Psychometric Society, vol. 6(5), pages 309-316, October.
    2. Olschewski, Roland & Benítez, Pablo C., 2010. "Optimizing joint production of timber and carbon sequestration of afforestation projects," Journal of Forest Economics, Elsevier, vol. 16(1), pages 1-10, January.
    3. Comets, Emmanuelle & Lavenu, Audrey & Lavielle, Marc, 2017. "Parameter Estimation in Nonlinear Mixed Effect Models Using saemix, an R Implementation of the SAEM Algorithm," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 80(i03).
    4. Susan C. Cook-Patton & Sara M. Leavitt & David Gibbs & Nancy L. Harris & Kristine Lister & Kristina J. Anderson-Teixeira & Russell D. Briggs & Robin L. Chazdon & Thomas W. Crowther & Peter W. Ellis & , 2020. "Mapping carbon accumulation potential from global natural forest regrowth," Nature, Nature, vol. 585(7826), pages 545-550, September.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Alexandrov, Georgii A., 2025. "When does artificial intelligence replace process-based models in ecological modelling?," Ecological Modelling, Elsevier, vol. 499(C).
    2. Songbai Hong & Jinzhi Ding & Fei Kan & Hao Xu & Shaoyuan Chen & Yitong Yao & Shilong Piao, 2023. "Asymmetry of carbon sequestrations by plant and soil after forestation regulated by soil nitrogen," Nature Communications, Nature, vol. 14(1), pages 1-10, December.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Lada, Emily K. & Wilson, James R., 2006. "A wavelet-based spectral procedure for steady-state simulation analysis," European Journal of Operational Research, Elsevier, vol. 174(3), pages 1769-1801, November.
    2. Lorang, Etienne & Lobianco, Antonello & Delacote, Philippe, 2023. "Increasing paper and cardboard recycling: Impacts on the forest sector and carbon emissions," Other publications TiSEM 0f1b4f67-f34d-4e94-9690-3, Tilburg University, School of Economics and Management.
    3. Lorang, Etienne & Lobianco, Antonello & Delacote, Philippe, 2023. "Increasing paper and cardboard recycling: Impacts on the forest sector and carbon emissions," Other publications TiSEM 0f1b4f67-f34d-4e94-9690-3, Tilburg University, School of Economics and Management.
    4. Yuan, Ke-Hai & Chan, Wai, 2008. "Structural equation modeling with near singular covariance matrices," Computational Statistics & Data Analysis, Elsevier, vol. 52(10), pages 4842-4858, June.
    5. Joseph Fleiss, 1970. "Estimating the reliability of interview data," Psychometrika, Springer;The Psychometric Society, vol. 35(2), pages 143-162, June.
    6. J. Davenport & J. Webster, 1975. "The Behrens-Fisher problem, an old solution revisited," Metrika: International Journal for Theoretical and Applied Statistics, Springer, vol. 22(1), pages 47-54, December.
    7. Xie, Yalin & Lei, Xiangdong & Shi, Jingning, 2020. "Impacts of climate change on biological rotation of Larix olgensis plantations for timber production and carbon storage in northeast China using the 3-PGmix model," Ecological Modelling, Elsevier, vol. 435(C).
    8. Chiou, Paul, 1997. "Interval estimation of scale parameters following a pre-test for two exponential distributions," Computational Statistics & Data Analysis, Elsevier, vol. 23(4), pages 477-489, February.
    9. Mikkel Helding Vembye & James Eric Pustejovsky & Therese Deocampo Pigott, 2023. "Power Approximations for Overall Average Effects in Meta-Analysis With Dependent Effect Sizes," Journal of Educational and Behavioral Statistics, , vol. 48(1), pages 70-102, February.
    10. Jing Zhao & Hui Hu & Jinglei Wang, 2022. "Forest Carbon Reserve Calculation and Comprehensive Economic Value Evaluation: A Forest Management Model Based on Both Biomass Expansion Factor Method and Total Forest Value," IJERPH, MDPI, vol. 19(23), pages 1-15, November.
    11. Jacob M. Paul & Martijn Ackooij & Tuomas C. Cate & Ben M. Harvey, 2022. "Numerosity tuning in human association cortices and local image contrast representations in early visual cortex," Nature Communications, Nature, vol. 13(1), pages 1-15, December.
    12. Aryal, Subhash & Bhaumik, Dulal K. & Mathew, Thomas & Gibbons, Robert D., 2014. "An optimal test for variance components of multivariate mixed-effects linear models," Journal of Multivariate Analysis, Elsevier, vol. 124(C), pages 166-178.
    13. Rodríguez, Julio, 2003. "A powerful test for conditional heteroscedasticity for financial time series with highly persistent volatilities," DES - Working Papers. Statistics and Econometrics. WS ws036716, Universidad Carlos III de Madrid. Departamento de Estadística.
    14. Miettinen, Jenni & Ollikainen, Markku & Nieminen, Tiina M. & Ukonmaanaho, Liisa & Laurén, Ari & Hynynen, Jari & Lehtonen, Mika & Valsta, Lauri, 2014. "Whole-tree harvesting with stump removal versus stem-only harvesting in peatlands when water quality, biodiversity conservation and climate change mitigation matter," Forest Policy and Economics, Elsevier, vol. 47(C), pages 25-35.
    15. Huu-Dung, Nguyen & Yeo-Chang, Youn, 2012. "Optimum harvesting time and clone choices for eucalyptus growers in Vietnam," Forest Policy and Economics, Elsevier, vol. 15(C), pages 60-69.
    16. Price, Colin, 2018. "Declining discount rate and the social cost of carbon: Forestry consequences," Journal of Forest Economics, Elsevier, vol. 31(C), pages 39-45.
    17. Melisa Stevanovic & Samuel Tuhkanen & Milla Järvensivu & Emmi Koskinen & Camilla Lindholm & Jenny Paananen & Enikö Savander & Taina Valkeapää & Kaisa Valkiaranta, 2022. "Making Food Decisions Together: Physiological and Affective Underpinnings of Relinquishing Preferences and Reaching Decisions," SAGE Open, , vol. 12(1), pages 21582440221, February.
    18. Zhu, Fukang & Wang, Dehui, 2010. "Diagnostic checking integer-valued ARCH(p) models using conditional residual autocorrelations," Computational Statistics & Data Analysis, Elsevier, vol. 54(2), pages 496-508, February.
    19. Christiane B Wiebel-Herboth & Matti Krüger & Patricia Wollstadt, 2021. "Measuring inter- and intra-individual differences in visual scan patterns in a driving simulator experiment using active information storage," PLOS ONE, Public Library of Science, vol. 16(3), pages 1-24, March.
    20. Juutinen, Artti & Ahtikoski, Anssi & Lehtonen, Mika & Mäkipää, Raisa & Ollikainen, Markku, 2018. "The impact of a short-term carbon payment scheme on forest management," Forest Policy and Economics, Elsevier, vol. 90(C), pages 115-127.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:nat:natcom:v:13:y:2022:i:1:d:10.1038_s41467-022-31380-7. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.nature.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.