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Litter accumulation and fire risks show direct and indirect climate-dependence at continental scale
Litter decomposition / accumulation are rate limiting steps in soil formation, carbon sequestration, nutrient cycling and fire risk in temperate forests, highlighting the importance of robust predictive models at all geographic scales. Using a data set for the Australian continent, we show that amon...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10024763/ https://www.ncbi.nlm.nih.gov/pubmed/36934100 http://dx.doi.org/10.1038/s41467-023-37166-9 |
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author | Adams, Mark A. Neumann, Mathias |
author_facet | Adams, Mark A. Neumann, Mathias |
author_sort | Adams, Mark A. |
collection | PubMed |
description | Litter decomposition / accumulation are rate limiting steps in soil formation, carbon sequestration, nutrient cycling and fire risk in temperate forests, highlighting the importance of robust predictive models at all geographic scales. Using a data set for the Australian continent, we show that among a range of models, >60% of the variance in litter mass over a 40-year time span can be accounted for by a parsimonious model with elapsed time, and indices of aridity and litter quality, as independent drivers. Aridity is an important driver of variation across large geographic and climatic ranges while litter quality shows emergent properties of climate-dependence. Up to 90% of variance in litter mass for individual forest types can be explained using models of identical structure. Results provide guidance for future decomposition studies. Algorithms reported here can significantly improve accuracy and reliability of predictions of carbon and nutrient dynamics and fire risk. |
format | Online Article Text |
id | pubmed-10024763 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-100247632023-03-20 Litter accumulation and fire risks show direct and indirect climate-dependence at continental scale Adams, Mark A. Neumann, Mathias Nat Commun Article Litter decomposition / accumulation are rate limiting steps in soil formation, carbon sequestration, nutrient cycling and fire risk in temperate forests, highlighting the importance of robust predictive models at all geographic scales. Using a data set for the Australian continent, we show that among a range of models, >60% of the variance in litter mass over a 40-year time span can be accounted for by a parsimonious model with elapsed time, and indices of aridity and litter quality, as independent drivers. Aridity is an important driver of variation across large geographic and climatic ranges while litter quality shows emergent properties of climate-dependence. Up to 90% of variance in litter mass for individual forest types can be explained using models of identical structure. Results provide guidance for future decomposition studies. Algorithms reported here can significantly improve accuracy and reliability of predictions of carbon and nutrient dynamics and fire risk. Nature Publishing Group UK 2023-03-18 /pmc/articles/PMC10024763/ /pubmed/36934100 http://dx.doi.org/10.1038/s41467-023-37166-9 Text en © The Author(s) 2023 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 license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license 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 license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Adams, Mark A. Neumann, Mathias Litter accumulation and fire risks show direct and indirect climate-dependence at continental scale |
title | Litter accumulation and fire risks show direct and indirect climate-dependence at continental scale |
title_full | Litter accumulation and fire risks show direct and indirect climate-dependence at continental scale |
title_fullStr | Litter accumulation and fire risks show direct and indirect climate-dependence at continental scale |
title_full_unstemmed | Litter accumulation and fire risks show direct and indirect climate-dependence at continental scale |
title_short | Litter accumulation and fire risks show direct and indirect climate-dependence at continental scale |
title_sort | litter accumulation and fire risks show direct and indirect climate-dependence at continental scale |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10024763/ https://www.ncbi.nlm.nih.gov/pubmed/36934100 http://dx.doi.org/10.1038/s41467-023-37166-9 |
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