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Edaphic controls of soil organic carbon in tropical agricultural landscapes
Predicting soil organic carbon (SOC) is problematic in tropical soils because mechanisms of SOC (de)stabilization are not resolved. We aimed to identify such storage mechanisms in a tropical soil landscape constrained by 100 years of similar soil inputs and agricultural disturbance under the product...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9751291/ https://www.ncbi.nlm.nih.gov/pubmed/36517494 http://dx.doi.org/10.1038/s41598-022-24655-y |
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author | Wells, Jon M. Crow, Susan E. Sierra, Carlos A. Deenik, Jonathan L. Carlson, Kimberly M. Meki, Manyowa N. Kiniry, Jim |
author_facet | Wells, Jon M. Crow, Susan E. Sierra, Carlos A. Deenik, Jonathan L. Carlson, Kimberly M. Meki, Manyowa N. Kiniry, Jim |
author_sort | Wells, Jon M. |
collection | PubMed |
description | Predicting soil organic carbon (SOC) is problematic in tropical soils because mechanisms of SOC (de)stabilization are not resolved. We aimed to identify such storage mechanisms in a tropical soil landscape constrained by 100 years of similar soil inputs and agricultural disturbance under the production of sugarcane, a C(4) grass and bioenergy feedstock. We measured soil physicochemical parameters, SOC concentration, and SOC dynamics by soil horizon to one meter to identify soil parameters that can predict SOC outcomes. Applying correlative analyses, linear mixed model (LMM) regression, model selection by AICc, and hierarchical clustering we found that slow moving SOC was related to many soil parameters, while the fastest moving SOC was only related to soil surface charge. Our models explained 78–79%, 51–57%, 7–8% of variance in SOC concentration, slow pool decay, and fast pool decay, respectively. Top SOC predictors were roots, the ratio of organo-complexed iron (Fe) to aluminum (Al), water stable aggregates (WS(agg)), and cation exchange capacity (CEC). Using hierarchical clustering we also assessed SOC predictors across gradients of depth and rainfall with strong reductions in Roots, SOC, and slow pool decay associated with increasing depth, while increased rainfall was associated with increased Clay and WS(agg) and reduced CEC in surface soils. Increased negative surface charge, water stable aggregation, organo-Fe complexation, and root inputs were key SOC protection mechanisms despite high soil disturbance. Further development of these relationships is expected to improve understanding of SOC storage mechanisms and outcomes in similar tropical agricultural soils globally. |
format | Online Article Text |
id | pubmed-9751291 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-97512912022-12-16 Edaphic controls of soil organic carbon in tropical agricultural landscapes Wells, Jon M. Crow, Susan E. Sierra, Carlos A. Deenik, Jonathan L. Carlson, Kimberly M. Meki, Manyowa N. Kiniry, Jim Sci Rep Article Predicting soil organic carbon (SOC) is problematic in tropical soils because mechanisms of SOC (de)stabilization are not resolved. We aimed to identify such storage mechanisms in a tropical soil landscape constrained by 100 years of similar soil inputs and agricultural disturbance under the production of sugarcane, a C(4) grass and bioenergy feedstock. We measured soil physicochemical parameters, SOC concentration, and SOC dynamics by soil horizon to one meter to identify soil parameters that can predict SOC outcomes. Applying correlative analyses, linear mixed model (LMM) regression, model selection by AICc, and hierarchical clustering we found that slow moving SOC was related to many soil parameters, while the fastest moving SOC was only related to soil surface charge. Our models explained 78–79%, 51–57%, 7–8% of variance in SOC concentration, slow pool decay, and fast pool decay, respectively. Top SOC predictors were roots, the ratio of organo-complexed iron (Fe) to aluminum (Al), water stable aggregates (WS(agg)), and cation exchange capacity (CEC). Using hierarchical clustering we also assessed SOC predictors across gradients of depth and rainfall with strong reductions in Roots, SOC, and slow pool decay associated with increasing depth, while increased rainfall was associated with increased Clay and WS(agg) and reduced CEC in surface soils. Increased negative surface charge, water stable aggregation, organo-Fe complexation, and root inputs were key SOC protection mechanisms despite high soil disturbance. Further development of these relationships is expected to improve understanding of SOC storage mechanisms and outcomes in similar tropical agricultural soils globally. Nature Publishing Group UK 2022-12-14 /pmc/articles/PMC9751291/ /pubmed/36517494 http://dx.doi.org/10.1038/s41598-022-24655-y Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Wells, Jon M. Crow, Susan E. Sierra, Carlos A. Deenik, Jonathan L. Carlson, Kimberly M. Meki, Manyowa N. Kiniry, Jim Edaphic controls of soil organic carbon in tropical agricultural landscapes |
title | Edaphic controls of soil organic carbon in tropical agricultural landscapes |
title_full | Edaphic controls of soil organic carbon in tropical agricultural landscapes |
title_fullStr | Edaphic controls of soil organic carbon in tropical agricultural landscapes |
title_full_unstemmed | Edaphic controls of soil organic carbon in tropical agricultural landscapes |
title_short | Edaphic controls of soil organic carbon in tropical agricultural landscapes |
title_sort | edaphic controls of soil organic carbon in tropical agricultural landscapes |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9751291/ https://www.ncbi.nlm.nih.gov/pubmed/36517494 http://dx.doi.org/10.1038/s41598-022-24655-y |
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