IDEAS home Printed from https://ideas.repec.org/a/eee/ecomod/v211y2008i1p182-190.html
   My bibliography  Save this article

Heterotrophic soil respiration—Comparison of different models describing its temperature dependence

Author

Listed:
  • Tuomi, Mikko
  • Vanhala, Pekka
  • Karhu, Kristiina
  • Fritze, Hannu
  • Liski, Jari

Abstract

Several models are used to describe the temperature dependence of heterotrophic soil respiration. Six such models are examined here in detail against incubation measurements from different sources. These models are compared using common sums of squared residuals, Bayesian model probabilities and Markov chain Monte Carlo (McMC) samplings of model parameter spaces. The McMC samples were calculated to study the probability distributions of model parameters in detail. We show that the temperature dependence can be described best using a Gaussian model. The often-used Q10 value as well as four other commonly used models either produce poor fittings or parameter distributions too correlated to be considered useful.

Suggested Citation

  • Tuomi, Mikko & Vanhala, Pekka & Karhu, Kristiina & Fritze, Hannu & Liski, Jari, 2008. "Heterotrophic soil respiration—Comparison of different models describing its temperature dependence," Ecological Modelling, Elsevier, vol. 211(1), pages 182-190.
    • Handle: RePEc:eee:ecomod:v:211:y:2008:i:1:p:182-190
    DOI: 10.1016/j.ecolmodel.2007.09.003
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S030438000700453X
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.ecolmodel.2007.09.003?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
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Eric A. Davidson & Ivan A. Janssens, 2006. "Temperature sensitivity of soil carbon decomposition and feedbacks to climate change," Nature, Nature, vol. 440(7081), pages 165-173, March.
    2. Changming Fang & Pete Smith & John B. Moncrieff & Jo U. Smith, 2005. "Similar response of labile and resistant soil organic matter pools to changes in temperature," Nature, Nature, vol. 433(7021), pages 57-59, January.
    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. Koponen, Kati & Soimakallio, Sampo & Tsupari, Eemeli & Thun, Rabbe & Antikainen, Riina, 2013. "GHG emission performance of various liquid transportation biofuels in Finland in accordance with the EU sustainability criteria," Applied Energy, Elsevier, vol. 102(C), pages 440-448.
    2. Harris, Nancy L. & Hall, Charles A.S. & Lugo, Ariel E., 2008. "Estimates of species- and ecosystem-level respiration of woody stems along an elevational gradient in the Luquillo Mountains, Puerto Rico," Ecological Modelling, Elsevier, vol. 216(3), pages 253-264.
    3. Tuomi, M. & Laiho, R. & Repo, A. & Liski, J., 2011. "Wood decomposition model for boreal forests," Ecological Modelling, Elsevier, vol. 222(3), pages 709-718.
    4. Fu, Yongshuo H. & Campioli, Matteo & Van Oijen, Marcel & Deckmyn, Gaby & Janssens, Ivan A., 2012. "Bayesian comparison of six different temperature-based budburst models for four temperate tree species," Ecological Modelling, Elsevier, vol. 230(C), pages 92-100.
    5. Geoffrey Guest & Francesco Cherubini & Anders Strømman, 2013. "Climate impact potential of utilizing forest residues for bioenergy in Norway," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 18(8), pages 1089-1108, December.
    6. Grant, R.F., 2014. "Nitrogen mineralization drives the response of forest productivity to soil warming: Modelling in ecosys vs. measurements from the Harvard soil heating experiment," Ecological Modelling, Elsevier, vol. 288(C), pages 38-46.
    7. Yousefpour, Rasoul & You, Bin & Hanewinkel, Marc, 2019. "Simulation of extreme storm effects on regional forest soil carbon stock," Ecological Modelling, Elsevier, vol. 399(C), pages 39-53.
    8. Bagnara, Maurizio & Van Oijen, Marcel & Cameron, David & Gianelle, Damiano & Magnani, Federico & Sottocornola, Matteo, 2018. "Bayesian calibration of simple forest models with multiplicative mathematical structure: A case study with two Light Use Efficiency models in an alpine forest," Ecological Modelling, Elsevier, vol. 371(C), pages 90-100.
    9. Tuomi, M. & Thum, T. & Järvinen, H. & Fronzek, S. & Berg, B. & Harmon, M. & Trofymow, J.A. & Sevanto, S. & Liski, J., 2009. "Leaf litter decomposition—Estimates of global variability based on Yasso07 model," Ecological Modelling, Elsevier, vol. 220(23), pages 3362-3371.

    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. Wei Wang & Wenjing Zeng & Weile Chen & Hui Zeng & Jingyun Fang, 2013. "Soil Respiration and Organic Carbon Dynamics with Grassland Conversions to Woodlands in Temperate China," PLOS ONE, Public Library of Science, vol. 8(8), pages 1-10, August.
    2. Jinquan Li & Junmin Pei & Changming Fang & Bo Li & Ming Nie, 2024. "Drought may exacerbate dryland soil inorganic carbon loss under warming climate conditions," Nature Communications, Nature, vol. 15(1), pages 1-10, December.
    3. Zhang, Feng & Zhang, Wenjuan & Li, Ming & Zhang, Yuan & Li, Fengmin & Li, Changbin, 2017. "Is crop biomass and soil carbon storage sustainable with long-term application of full plastic film mulching under future climate change?," Agricultural Systems, Elsevier, vol. 150(C), pages 67-77.
    4. Ang Hu & Kyoung-Soon Jang & Andrew J. Tanentzap & Wenqian Zhao & Jay T. Lennon & Jinfu Liu & Mingjia Li & James Stegen & Mira Choi & Yahai Lu & Xiaojuan Feng & Jianjun Wang, 2024. "Thermal responses of dissolved organic matter under global change," Nature Communications, Nature, vol. 15(1), pages 1-15, December.
    5. Braakhekke, Maarten C. & Beer, Christian & Hoosbeek, Marcel R. & Reichstein, Markus & Kruijt, Bart & Schrumpf, Marion & Kabat, Pavel, 2011. "SOMPROF: A vertically explicit soil organic matter model," Ecological Modelling, Elsevier, vol. 222(10), pages 1712-1730.
    6. Hongru Sun & Guangsheng Zhou & Zhenzhu Xu & Yuhui Wang & Xiaodi Liu & Hongying Yu & Quanhui Ma & Bingrui Jia, 2020. "Temperature sensitivity increases with decreasing soil carbon quality in forest ecosystems across northeast China," Climatic Change, Springer, vol. 160(3), pages 373-384, June.
    7. Md. Zonayet & Alok Kumar Paul & Md. Faisal-E-Alam & Khalid Syfullah & Rui Alexandre Castanho & Daniel Meyer, 2023. "Impact of Biochar as a Soil Conditioner to Improve the Soil Properties of Saline Soil and Productivity of Tomato," Sustainability, MDPI, vol. 15(6), pages 1-18, March.
    8. S . K. Oni & F. Mieres & M. N. Futter & H. Laudon, 2017. "Soil temperature responses to climate change along a gradient of upland–riparian transect in boreal forest," Climatic Change, Springer, vol. 143(1), pages 27-41, July.
    9. Elena A. Mikhailova & Garth R. Groshans & Christopher J. Post & Mark A. Schlautman & Gregory C. Post, 2019. "Valuation of Soil Organic Carbon Stocks in the Contiguous United States Based on the Avoided Social Cost of Carbon Emissions," Resources, MDPI, vol. 8(3), pages 1-15, August.
    10. Zhang, Kefeng & Greenwood, Duncan J. & Spracklen, William P. & Rahn, Clive R. & Hammond, John P. & White, Philip J. & Burns, Ian G., 2010. "A universal agro-hydrological model for water and nitrogen cycles in the soil-crop system SMCR_N: Critical update and further validation," Agricultural Water Management, Elsevier, vol. 97(10), pages 1411-1422, October.
    11. Li Gao & Mingjing Huang & Wuping Zhang & Lei Qiao & Guofang Wang & Xumeng Zhang, 2021. "Comparative Study on Spatial Digital Mapping Methods of Soil Nutrients Based on Different Geospatial Technologies," Sustainability, MDPI, vol. 13(6), pages 1-19, March.
    12. Raitis Normunds Meļņiks & Arta Bārdule & Aldis Butlers & Jordane Champion & Santa Kalēja & Ilona Skranda & Guna Petaja & Andis Lazdiņš, 2023. "Carbon Losses from Topsoil in Abandoned Peat Extraction Sites Due to Ground Subsidence and Erosion," Land, MDPI, vol. 12(12), pages 1-17, December.
    13. Xiangwen Wu & Shuying Zang & Dalong Ma & Jianhua Ren & Qiang Chen & Xingfeng Dong, 2019. "Emissions of CO 2 , CH 4 , and N 2 O Fluxes from Forest Soil in Permafrost Region of Daxing’an Mountains, Northeast China," IJERPH, MDPI, vol. 16(16), pages 1-14, August.
    14. Husnain Husnain & I. Wigena & Ai Dariah & Setiari Marwanto & Prihasto Setyanto & Fahmuddin Agus, 2014. "CO 2 emissions from tropical drained peat in Sumatra, Indonesia," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 19(6), pages 845-862, August.
    15. Nikolay Gorbach & Viktor Startsev & Anton Mazur & Evgeniy Milanovskiy & Anatoly Prokushkin & Alexey Dymov, 2022. "Simulation of Smoldering Combustion of Organic Horizons at Pine and Spruce Boreal Forests with Lab-Heating Experiments," Sustainability, MDPI, vol. 14(24), pages 1-20, December.
    16. Yuanbo Cao & Huijie Xiao & Baitian Wang & Yunlong Zhang & Honghui Wu & Xijing Wang & Yadong Yang & Tingting Wei, 2021. "Soil Respiration May Overestimate or Underestimate in Forest Ecosystems," Sustainability, MDPI, vol. 13(5), pages 1-16, March.
    17. Asik Dutta & Ranjan Bhattacharyya & Raimundo Jiménez-Ballesta & Abir Dey & Namita Das Saha & Sarvendra Kumar & Chaitanya Prasad Nath & Ved Prakash & Surendra Singh Jatav & Abhik Patra, 2023. "Conventional and Zero Tillage with Residue Management in Rice–Wheat System in the Indo-Gangetic Plains: Impact on Thermal Sensitivity of Soil Organic Carbon Respiration and Enzyme Activity," IJERPH, MDPI, vol. 20(1), pages 1-18, January.
    18. 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.
    19. Kuosmanen, Natalia, 2014. "Estimating stocks and flows of nitrogen: Application of dynamic nutrient balance to European agriculture," Ecological Economics, Elsevier, vol. 108(C), pages 68-78.
    20. Franco-Luesma, Samuel & Álvaro-Fuentes, Jorge & Plaza-Bonilla, Daniel & Arrúe, José Luis & Cantero-Martínez, Carlos & Cavero, José, 2019. "Influence of irrigation time and frequency on greenhouse gas emissions in a solid-set sprinkler-irrigated maize under Mediterranean conditions," Agricultural Water Management, Elsevier, vol. 221(C), pages 303-311.

    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:eee:ecomod:v:211:y:2008:i:1:p:182-190. 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: Catherine Liu (email available below). General contact details of provider: http://www.journals.elsevier.com/ecological-modelling .

    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.