Global distribution of soil organic carbon, based on the Harmonized World Soil Database - 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: Köchy, Martin, Don, Axel, Molen, Michiel K. van der, Freibauer, Annette
Format: Article in Journal/Newspaper
Language:English
Published: 2015
Subjects:
Online Access:https://doi.org/10.5194/soil-1-367-2015
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spelling ftopenagrar:oai:www.openagrar.de:timport_mods_00038100 2024-09-15T18:02:35+00:00 Global distribution of soil organic carbon, based on the Harmonized World Soil Database - Part 2: Certainty of changes related to land-use and climate Köchy, Martin Don, Axel Molen, Michiel K. van der Freibauer, Annette 2015 13 https://doi.org/10.5194/soil-1-367-2015 https://www.openagrar.de/receive/timport_mods_00038100 https://www.openagrar.de/servlets/MCRFileNodeServlet/timport_derivate_00038100/dn054363.pdf eng eng Soil -- SOIL -- 2199-3971 -- 2199-3971 -- 2832053-0 https://doi.org/10.5194/soil-1-367-2015 https://www.openagrar.de/receive/timport_mods_00038100 https://www.openagrar.de/servlets/MCRFileNodeServlet/timport_derivate_00038100/dn054363.pdf https://creativecommons.org/licenses/by/3.0/ public info:eu-repo/semantics/openAccess article Text ddc:630 article Text doc-type:article 2015 ftopenagrar https://doi.org/10.5194/soil-1-367-2015 2024-07-08T23:56:24Z 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 ... Article in Journal/Newspaper Climate change permafrost OpenAgrar (OA) SOIL 1 1 367 380
institution Open Polar
collection OpenAgrar (OA)
op_collection_id ftopenagrar
language English
topic article
Text
ddc:630
spellingShingle article
Text
ddc:630
Köchy, Martin
Don, Axel
Molen, Michiel K. van der
Freibauer, Annette
Global distribution of soil organic carbon, based on the Harmonized World Soil Database - Part 2: Certainty of changes related to land-use and climate
topic_facet article
Text
ddc:630
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 ...
format Article in Journal/Newspaper
author Köchy, Martin
Don, Axel
Molen, Michiel K. van der
Freibauer, Annette
author_facet Köchy, Martin
Don, Axel
Molen, Michiel K. van der
Freibauer, Annette
author_sort Köchy, Martin
title Global distribution of soil organic carbon, based on the Harmonized World Soil Database - Part 2: Certainty of changes related to land-use and climate
title_short Global distribution of soil organic carbon, based on the Harmonized World Soil Database - Part 2: Certainty of changes related to land-use and climate
title_full Global distribution of soil organic carbon, based on the Harmonized World Soil Database - Part 2: Certainty of changes related to land-use and climate
title_fullStr Global distribution of soil organic carbon, based on the Harmonized World Soil Database - Part 2: Certainty of changes related to land-use and climate
title_full_unstemmed Global distribution of soil organic carbon, based on the Harmonized World Soil Database - Part 2: Certainty of changes related to land-use and climate
title_sort global distribution of soil organic carbon, based on the harmonized world soil database - part 2: certainty of changes related to land-use and climate
publishDate 2015
url https://doi.org/10.5194/soil-1-367-2015
https://www.openagrar.de/receive/timport_mods_00038100
https://www.openagrar.de/servlets/MCRFileNodeServlet/timport_derivate_00038100/dn054363.pdf
genre Climate change
permafrost
genre_facet Climate change
permafrost
op_relation Soil -- SOIL -- 2199-3971 -- 2199-3971 -- 2832053-0
https://doi.org/10.5194/soil-1-367-2015
https://www.openagrar.de/receive/timport_mods_00038100
https://www.openagrar.de/servlets/MCRFileNodeServlet/timport_derivate_00038100/dn054363.pdf
op_rights https://creativecommons.org/licenses/by/3.0/
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