Leaf litter decomposition -- Estimates of global variability based on Yasso07 model

Litter decomposition is an important process in the global carbon cycle. It accounts for most of the heterotrophic soil respiration and results in formation of more stable soil organic carbon (SOC) which is the largest terrestrial carbon stock. Litter decomposition may induce remarkable feedbacks to...

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Main Authors: Tuomi, M., Thum, T., Järvinen, H., Fronzek, S., Berg, B., Harmon, M., Trofymow, J. A., Sevanto, S., Liski, J.
Format: Report
Language:unknown
Published: arXiv 2009
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Online Access:https://dx.doi.org/10.48550/arxiv.0906.0886
https://arxiv.org/abs/0906.0886
id ftdatacite:10.48550/arxiv.0906.0886
record_format openpolar
spelling ftdatacite:10.48550/arxiv.0906.0886 2023-05-15T18:40:17+02:00 Leaf litter decomposition -- Estimates of global variability based on Yasso07 model Tuomi, M. Thum, T. Järvinen, H. Fronzek, S. Berg, B. Harmon, M. Trofymow, J. A. Sevanto, S. Liski, J. 2009 https://dx.doi.org/10.48550/arxiv.0906.0886 https://arxiv.org/abs/0906.0886 unknown arXiv arXiv.org perpetual, non-exclusive license http://arxiv.org/licenses/nonexclusive-distrib/1.0/ Other Quantitative Biology q-bio.OT FOS Biological sciences Preprint Article article CreativeWork 2009 ftdatacite https://doi.org/10.48550/arxiv.0906.0886 2022-04-01T14:50:03Z Litter decomposition is an important process in the global carbon cycle. It accounts for most of the heterotrophic soil respiration and results in formation of more stable soil organic carbon (SOC) which is the largest terrestrial carbon stock. Litter decomposition may induce remarkable feedbacks to climate change because it is a climate-dependent process. To investigate the global patterns of litter decomposition, we developed a description of this process and tested the validity of this description using a large set of foliar litter mass loss measurements (nearly 10 000 data points derived from approximately 70 000 litter bags). We applied the Markov chain Monte Carlo method to estimate uncertainty in the parameter values and results of our model called Yasso07. The model appeared globally applicable. It estimated the effects of litter type (plant species) and climate on mass loss with little systematic error over the first 10 decomposition years, using only initial litter chemistry, air temperature and precipitation as input variables. Illustrative of the global variability in litter mass loss rates, our example calculations showed that a typical conifer litter had 68% of its initial mass still remaining after two decomposition years in tundra while a deciduous litter had only 15% remaining in the tropics. Uncertainty in these estimates, a direct result of the uncertainty of the parameter values of the model, varied according to the distribution of the litter bag data among climate conditions and ranged from 2% in tundra to 4% in the tropics. This reliability was adequate to use the model and distinguish the effects of even small differences in litter quality or climate conditions on litter decomposition as statistically significant. : 19 Pages, to appear in Ecological Modelling Report Tundra DataCite Metadata Store (German National Library of Science and Technology)
institution Open Polar
collection DataCite Metadata Store (German National Library of Science and Technology)
op_collection_id ftdatacite
language unknown
topic Other Quantitative Biology q-bio.OT
FOS Biological sciences
spellingShingle Other Quantitative Biology q-bio.OT
FOS Biological sciences
Tuomi, M.
Thum, T.
Järvinen, H.
Fronzek, S.
Berg, B.
Harmon, M.
Trofymow, J. A.
Sevanto, S.
Liski, J.
Leaf litter decomposition -- Estimates of global variability based on Yasso07 model
topic_facet Other Quantitative Biology q-bio.OT
FOS Biological sciences
description Litter decomposition is an important process in the global carbon cycle. It accounts for most of the heterotrophic soil respiration and results in formation of more stable soil organic carbon (SOC) which is the largest terrestrial carbon stock. Litter decomposition may induce remarkable feedbacks to climate change because it is a climate-dependent process. To investigate the global patterns of litter decomposition, we developed a description of this process and tested the validity of this description using a large set of foliar litter mass loss measurements (nearly 10 000 data points derived from approximately 70 000 litter bags). We applied the Markov chain Monte Carlo method to estimate uncertainty in the parameter values and results of our model called Yasso07. The model appeared globally applicable. It estimated the effects of litter type (plant species) and climate on mass loss with little systematic error over the first 10 decomposition years, using only initial litter chemistry, air temperature and precipitation as input variables. Illustrative of the global variability in litter mass loss rates, our example calculations showed that a typical conifer litter had 68% of its initial mass still remaining after two decomposition years in tundra while a deciduous litter had only 15% remaining in the tropics. Uncertainty in these estimates, a direct result of the uncertainty of the parameter values of the model, varied according to the distribution of the litter bag data among climate conditions and ranged from 2% in tundra to 4% in the tropics. This reliability was adequate to use the model and distinguish the effects of even small differences in litter quality or climate conditions on litter decomposition as statistically significant. : 19 Pages, to appear in Ecological Modelling
format Report
author Tuomi, M.
Thum, T.
Järvinen, H.
Fronzek, S.
Berg, B.
Harmon, M.
Trofymow, J. A.
Sevanto, S.
Liski, J.
author_facet Tuomi, M.
Thum, T.
Järvinen, H.
Fronzek, S.
Berg, B.
Harmon, M.
Trofymow, J. A.
Sevanto, S.
Liski, J.
author_sort Tuomi, M.
title Leaf litter decomposition -- Estimates of global variability based on Yasso07 model
title_short Leaf litter decomposition -- Estimates of global variability based on Yasso07 model
title_full Leaf litter decomposition -- Estimates of global variability based on Yasso07 model
title_fullStr Leaf litter decomposition -- Estimates of global variability based on Yasso07 model
title_full_unstemmed Leaf litter decomposition -- Estimates of global variability based on Yasso07 model
title_sort leaf litter decomposition -- estimates of global variability based on yasso07 model
publisher arXiv
publishDate 2009
url https://dx.doi.org/10.48550/arxiv.0906.0886
https://arxiv.org/abs/0906.0886
genre Tundra
genre_facet Tundra
op_rights arXiv.org perpetual, non-exclusive license
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
op_doi https://doi.org/10.48550/arxiv.0906.0886
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