Evaluating an exponential respiration model to alternative models for soil respiration components in a Canadian wildfire chronosequence (FireResp, v1.0)

Forest fires modify soil organic carbon and suppress soil respiration for many decades since the initial disturbance. The associated changes in soil autotrophic and heterotrophic respiration from the time of the forest fire however, is less well characterized. We analyzed models of soil autotrophic...

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Main Authors: Zobitz, John, Aaltonen, Heidi, Zhou, Xuan, Beninger, Frank, Pumpanen, Jukka, Köster, Kajar
Format: Text
Language:English
Published: 2021
Subjects:
Online Access:https://doi.org/10.5194/gmd-2021-185
https://gmd.copernicus.org/preprints/gmd-2021-185/
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spelling ftcopernicus:oai:publications.copernicus.org:gmdd95097 2023-05-15T17:46:43+02:00 Evaluating an exponential respiration model to alternative models for soil respiration components in a Canadian wildfire chronosequence (FireResp, v1.0) Zobitz, John Aaltonen, Heidi Zhou, Xuan Beninger, Frank Pumpanen, Jukka Köster, Kajar 2021-07-01 application/pdf https://doi.org/10.5194/gmd-2021-185 https://gmd.copernicus.org/preprints/gmd-2021-185/ eng eng doi:10.5194/gmd-2021-185 https://gmd.copernicus.org/preprints/gmd-2021-185/ eISSN: 1991-9603 Text 2021 ftcopernicus https://doi.org/10.5194/gmd-2021-185 2021-07-05T16:22:14Z Forest fires modify soil organic carbon and suppress soil respiration for many decades since the initial disturbance. The associated changes in soil autotrophic and heterotrophic respiration from the time of the forest fire however, is less well characterized. We analyzed models of soil autotrophic and heterotrophic respiration with a novel dataset across a fire chronosequence in the Yukon and Northwest Territories of Canada. The dataset consisted of soil incubation experiments and field measurements of soil respiration and soil carbon stocks. The models ranged from a Q 10 (exponential) model of respiration to models of heterotrophic respiration using Michaelis-Menten kinetics parameterized with soil microbe carbon. For model evaluation we applied model selection metrics (Akaike Information Criterion) and compared predicted patterns in soil respiration components across the chronosequence. Parameters estimated with data from the 5 cm soil depth had better model-data comparisons than parameters estimated with data from the 10 cm soil depth. The model-data fit was improved by including parameters estimated from soil incubation experiments. Models that incorporated microbial carbon with Michaelis-Menten kinetics reproduced patterns in autotrophic and heterotrophic soil respiration components across the chronosequence. Autotrophic respiration was associated with aboveground tree biomass at more recently burned sites, but this association was less robust at older sites in the chronosequence. Our results provide support for more structured soil respiration models than standard Q 10 exponential models. Text Northwest Territories Yukon Copernicus Publications: E-Journals Canada Northwest Territories Yukon
institution Open Polar
collection Copernicus Publications: E-Journals
op_collection_id ftcopernicus
language English
description Forest fires modify soil organic carbon and suppress soil respiration for many decades since the initial disturbance. The associated changes in soil autotrophic and heterotrophic respiration from the time of the forest fire however, is less well characterized. We analyzed models of soil autotrophic and heterotrophic respiration with a novel dataset across a fire chronosequence in the Yukon and Northwest Territories of Canada. The dataset consisted of soil incubation experiments and field measurements of soil respiration and soil carbon stocks. The models ranged from a Q 10 (exponential) model of respiration to models of heterotrophic respiration using Michaelis-Menten kinetics parameterized with soil microbe carbon. For model evaluation we applied model selection metrics (Akaike Information Criterion) and compared predicted patterns in soil respiration components across the chronosequence. Parameters estimated with data from the 5 cm soil depth had better model-data comparisons than parameters estimated with data from the 10 cm soil depth. The model-data fit was improved by including parameters estimated from soil incubation experiments. Models that incorporated microbial carbon with Michaelis-Menten kinetics reproduced patterns in autotrophic and heterotrophic soil respiration components across the chronosequence. Autotrophic respiration was associated with aboveground tree biomass at more recently burned sites, but this association was less robust at older sites in the chronosequence. Our results provide support for more structured soil respiration models than standard Q 10 exponential models.
format Text
author Zobitz, John
Aaltonen, Heidi
Zhou, Xuan
Beninger, Frank
Pumpanen, Jukka
Köster, Kajar
spellingShingle Zobitz, John
Aaltonen, Heidi
Zhou, Xuan
Beninger, Frank
Pumpanen, Jukka
Köster, Kajar
Evaluating an exponential respiration model to alternative models for soil respiration components in a Canadian wildfire chronosequence (FireResp, v1.0)
author_facet Zobitz, John
Aaltonen, Heidi
Zhou, Xuan
Beninger, Frank
Pumpanen, Jukka
Köster, Kajar
author_sort Zobitz, John
title Evaluating an exponential respiration model to alternative models for soil respiration components in a Canadian wildfire chronosequence (FireResp, v1.0)
title_short Evaluating an exponential respiration model to alternative models for soil respiration components in a Canadian wildfire chronosequence (FireResp, v1.0)
title_full Evaluating an exponential respiration model to alternative models for soil respiration components in a Canadian wildfire chronosequence (FireResp, v1.0)
title_fullStr Evaluating an exponential respiration model to alternative models for soil respiration components in a Canadian wildfire chronosequence (FireResp, v1.0)
title_full_unstemmed Evaluating an exponential respiration model to alternative models for soil respiration components in a Canadian wildfire chronosequence (FireResp, v1.0)
title_sort evaluating an exponential respiration model to alternative models for soil respiration components in a canadian wildfire chronosequence (fireresp, v1.0)
publishDate 2021
url https://doi.org/10.5194/gmd-2021-185
https://gmd.copernicus.org/preprints/gmd-2021-185/
geographic Canada
Northwest Territories
Yukon
geographic_facet Canada
Northwest Territories
Yukon
genre Northwest Territories
Yukon
genre_facet Northwest Territories
Yukon
op_source eISSN: 1991-9603
op_relation doi:10.5194/gmd-2021-185
https://gmd.copernicus.org/preprints/gmd-2021-185/
op_doi https://doi.org/10.5194/gmd-2021-185
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