Global distribution of soil organic carbon – Part 2: Certainty of changes related to land use and climate

Global biosphere models vary greatly in their projections of future changes of global soil organic carbon (SOC) stocks and aggregated global SOC masses in response to climate change. We estimated the certainty (likelihood) and quantity of increases and decreases on a half-degree grid. We assessed th...

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Published in:SOIL
Main Authors: M. Köchy, A. Don, M. K. van der Molen, A. Freibauer
Format: Article in Journal/Newspaper
Language:English
Published: Copernicus Publications 2015
Subjects:
Online Access:https://doi.org/10.5194/soil-1-367-2015
https://doaj.org/article/3e03f33ecb0249a2b2f870275035e01f
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spelling ftdoajarticles:oai:doaj.org/article:3e03f33ecb0249a2b2f870275035e01f 2023-05-15T15:14:23+02:00 Global distribution of soil organic carbon – Part 2: Certainty of changes related to land use and climate M. Köchy A. Don M. K. van der Molen A. Freibauer 2015-04-01T00:00:00Z https://doi.org/10.5194/soil-1-367-2015 https://doaj.org/article/3e03f33ecb0249a2b2f870275035e01f EN eng Copernicus Publications http://www.soil-journal.net/1/367/2015/soil-1-367-2015.pdf https://doaj.org/toc/2199-3971 https://doaj.org/toc/2199-398X 2199-3971 2199-398X doi:10.5194/soil-1-367-2015 https://doaj.org/article/3e03f33ecb0249a2b2f870275035e01f SOIL, Vol 1, Iss 1, Pp 367-380 (2015) Environmental sciences GE1-350 Geology QE1-996.5 article 2015 ftdoajarticles https://doi.org/10.5194/soil-1-367-2015 2022-12-31T01:33:54Z Global biosphere models vary greatly in their projections of future changes of global soil organic carbon (SOC) stocks and aggregated global SOC masses in response to climate change. We estimated the certainty (likelihood) and quantity of increases and decreases on a half-degree grid. We assessed the effect of changes in controlling factors, including net primary productivity (NPP), litter quality, soil acidity, water saturation, depth of permafrost, land use, temperature, and aridity associated with probabilities (Bayesian network) on an embedded, temporally discrete, three-pool decomposition model. In principle, controlling factors were discretized into classes, where each class was associated with a probability and linked to an output variable. This creates a network of links that are ultimately linked to a set of equations for carbon (C) input and output to and from soil C pools. The probability-weighted results show that, globally, climate effects on NPP had the strongest impact on SOC stocks and the certainty of change after 75 years. Actual land use had the greatest effect locally because the assumed certainty of land use change per unit area was small. The probability-weighted contribution of climate to decomposition was greatest in the humid tropics because of greater absolute effects on decomposition fractions at higher temperatures. In contrast, climate effects on decomposition fractions were small in cold regions. Differences in decomposition rates between contemporary and future climate were greatest in arid subtropical regions because of projected strong increases in precipitation. Warming in boreal and arctic regions increased NPP, balancing or outweighing potential losses from thawing of permafrost. Across contrasting NPP scenarios, tropical mountain forests were identified as hotspots of future highly certain C losses. Global soil C mass will increase by 1% with a certainty of 75% if NPP increases due to carbon dioxide fertilization. At a certainty level of 75%, soil C mass will not change if CO ... Article in Journal/Newspaper Arctic Climate change permafrost Directory of Open Access Journals: DOAJ Articles Arctic SOIL 1 1 367 380
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic Environmental sciences
GE1-350
Geology
QE1-996.5
spellingShingle Environmental sciences
GE1-350
Geology
QE1-996.5
M. Köchy
A. Don
M. K. van der Molen
A. Freibauer
Global distribution of soil organic carbon – Part 2: Certainty of changes related to land use and climate
topic_facet Environmental sciences
GE1-350
Geology
QE1-996.5
description Global biosphere models vary greatly in their projections of future changes of global soil organic carbon (SOC) stocks and aggregated global SOC masses in response to climate change. We estimated the certainty (likelihood) and quantity of increases and decreases on a half-degree grid. We assessed the effect of changes in controlling factors, including net primary productivity (NPP), litter quality, soil acidity, water saturation, depth of permafrost, land use, temperature, and aridity associated with probabilities (Bayesian network) on an embedded, temporally discrete, three-pool decomposition model. In principle, controlling factors were discretized into classes, where each class was associated with a probability and linked to an output variable. This creates a network of links that are ultimately linked to a set of equations for carbon (C) input and output to and from soil C pools. The probability-weighted results show that, globally, climate effects on NPP had the strongest impact on SOC stocks and the certainty of change after 75 years. Actual land use had the greatest effect locally because the assumed certainty of land use change per unit area was small. The probability-weighted contribution of climate to decomposition was greatest in the humid tropics because of greater absolute effects on decomposition fractions at higher temperatures. In contrast, climate effects on decomposition fractions were small in cold regions. Differences in decomposition rates between contemporary and future climate were greatest in arid subtropical regions because of projected strong increases in precipitation. Warming in boreal and arctic regions increased NPP, balancing or outweighing potential losses from thawing of permafrost. Across contrasting NPP scenarios, tropical mountain forests were identified as hotspots of future highly certain C losses. Global soil C mass will increase by 1% with a certainty of 75% if NPP increases due to carbon dioxide fertilization. At a certainty level of 75%, soil C mass will not change if CO ...
format Article in Journal/Newspaper
author M. Köchy
A. Don
M. K. van der Molen
A. Freibauer
author_facet M. Köchy
A. Don
M. K. van der Molen
A. Freibauer
author_sort M. Köchy
title Global distribution of soil organic carbon – Part 2: Certainty of changes related to land use and climate
title_short Global distribution of soil organic carbon – Part 2: Certainty of changes related to land use and climate
title_full Global distribution of soil organic carbon – Part 2: Certainty of changes related to land use and climate
title_fullStr Global distribution of soil organic carbon – Part 2: Certainty of changes related to land use and climate
title_full_unstemmed Global distribution of soil organic carbon – Part 2: Certainty of changes related to land use and climate
title_sort global distribution of soil organic carbon – part 2: certainty of changes related to land use and climate
publisher Copernicus Publications
publishDate 2015
url https://doi.org/10.5194/soil-1-367-2015
https://doaj.org/article/3e03f33ecb0249a2b2f870275035e01f
geographic Arctic
geographic_facet Arctic
genre Arctic
Climate change
permafrost
genre_facet Arctic
Climate change
permafrost
op_source SOIL, Vol 1, Iss 1, Pp 367-380 (2015)
op_relation http://www.soil-journal.net/1/367/2015/soil-1-367-2015.pdf
https://doaj.org/toc/2199-3971
https://doaj.org/toc/2199-398X
2199-3971
2199-398X
doi:10.5194/soil-1-367-2015
https://doaj.org/article/3e03f33ecb0249a2b2f870275035e01f
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