Microbial Community Analyses Inform Geochemical Reaction Network Models for Predicting Pathways of Greenhouse Gas Production

The mechanisms, pathways, and rates of CO 2 and CH 4 production are central to understanding carbon cycling and greenhouse gas flux in wetlands. Thawing permafrost regions are of particular interest because they are disproportionally affected by climate warming and store large reservoirs of organic...

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Published in:Frontiers in Earth Science
Main Authors: Wilson, Rachel M., Neumann, Rebecca B., Crossen, Kelsey B., Raab, Nicole M., Hodgkins, Suzanne B., Saleska, Scott R., Bolduc, Ben, Woodcroft, Ben J., Tyson, Gene W., Chanton, Jeffrey P., Rich, Virginia I.
Language:unknown
Published: 2019
Subjects:
Online Access:http://www.osti.gov/servlets/purl/1506088
https://www.osti.gov/biblio/1506088
https://doi.org/10.3389/feart.2019.00059
id ftosti:oai:osti.gov:1506088
record_format openpolar
spelling ftosti:oai:osti.gov:1506088 2023-07-30T04:06:11+02:00 Microbial Community Analyses Inform Geochemical Reaction Network Models for Predicting Pathways of Greenhouse Gas Production Wilson, Rachel M. Neumann, Rebecca B. Crossen, Kelsey B. Raab, Nicole M. Hodgkins, Suzanne B. Saleska, Scott R. Bolduc, Ben Woodcroft, Ben J. Tyson, Gene W. Chanton, Jeffrey P. Rich, Virginia I. 2019-04-18 application/pdf http://www.osti.gov/servlets/purl/1506088 https://www.osti.gov/biblio/1506088 https://doi.org/10.3389/feart.2019.00059 unknown http://www.osti.gov/servlets/purl/1506088 https://www.osti.gov/biblio/1506088 https://doi.org/10.3389/feart.2019.00059 doi:10.3389/feart.2019.00059 54 ENVIRONMENTAL SCIENCES 58 GEOSCIENCES 2019 ftosti https://doi.org/10.3389/feart.2019.00059 2023-07-11T09:32:33Z The mechanisms, pathways, and rates of CO 2 and CH 4 production are central to understanding carbon cycling and greenhouse gas flux in wetlands. Thawing permafrost regions are of particular interest because they are disproportionally affected by climate warming and store large reservoirs of organic C that may be readily converted to CO 2 and CH 4 upon thaw. This conversion is accomplished by a community of microorganisms interacting in complex ways to transform large organic compounds into fatty acids and ultimately CO 2 and CH 4 . While the central role of microbes in this process is well-known, geochemical rate models rarely integrate microbiological information. With this, we expanded the geochemical rate model of Neumann et al., (2016, Biogeochemistry 127: 57–87) to incorporate a Bayesian probability analysis and applied the result to quantifying rates of CO 2 , CH 4 , and acetate production in closed-system incubations of peat collected from three habitats along a permafrost thaw gradient. The goals of this analysis were twofold. First, we integrated microbial community analyses with geochemical rate modeling by using microbial data to inform the best model choice among equally mathematically feasible model variants. Second, based on model results, we described changes in organic carbon transformation among habitats to understand the changing pathways of greenhouse gas production along the permafrost thaw gradient. We found that acetoclasty, hydrogenotrophy, CO 2 production, and homoacetogenesis were the important reactions in this system, with little evidence for anaerobic CH 4 oxidation. There was a distinct transition in the reactions across the thaw gradient. The collapsed palsa stage presents an initial disequilibrium where the abrupt (physically and temporally) change in elevation introduces freshly fixed carbon into anoxic conditions then fermentation products build up over time as the system transitions through the acid phase and electron acceptors are depleted. In the bog, fermentation slows, while ... Other/Unknown Material palsa permafrost SciTec Connect (Office of Scientific and Technical Information - OSTI, U.S. Department of Energy) Frontiers in Earth Science 7
institution Open Polar
collection SciTec Connect (Office of Scientific and Technical Information - OSTI, U.S. Department of Energy)
op_collection_id ftosti
language unknown
topic 54 ENVIRONMENTAL SCIENCES
58 GEOSCIENCES
spellingShingle 54 ENVIRONMENTAL SCIENCES
58 GEOSCIENCES
Wilson, Rachel M.
Neumann, Rebecca B.
Crossen, Kelsey B.
Raab, Nicole M.
Hodgkins, Suzanne B.
Saleska, Scott R.
Bolduc, Ben
Woodcroft, Ben J.
Tyson, Gene W.
Chanton, Jeffrey P.
Rich, Virginia I.
Microbial Community Analyses Inform Geochemical Reaction Network Models for Predicting Pathways of Greenhouse Gas Production
topic_facet 54 ENVIRONMENTAL SCIENCES
58 GEOSCIENCES
description The mechanisms, pathways, and rates of CO 2 and CH 4 production are central to understanding carbon cycling and greenhouse gas flux in wetlands. Thawing permafrost regions are of particular interest because they are disproportionally affected by climate warming and store large reservoirs of organic C that may be readily converted to CO 2 and CH 4 upon thaw. This conversion is accomplished by a community of microorganisms interacting in complex ways to transform large organic compounds into fatty acids and ultimately CO 2 and CH 4 . While the central role of microbes in this process is well-known, geochemical rate models rarely integrate microbiological information. With this, we expanded the geochemical rate model of Neumann et al., (2016, Biogeochemistry 127: 57–87) to incorporate a Bayesian probability analysis and applied the result to quantifying rates of CO 2 , CH 4 , and acetate production in closed-system incubations of peat collected from three habitats along a permafrost thaw gradient. The goals of this analysis were twofold. First, we integrated microbial community analyses with geochemical rate modeling by using microbial data to inform the best model choice among equally mathematically feasible model variants. Second, based on model results, we described changes in organic carbon transformation among habitats to understand the changing pathways of greenhouse gas production along the permafrost thaw gradient. We found that acetoclasty, hydrogenotrophy, CO 2 production, and homoacetogenesis were the important reactions in this system, with little evidence for anaerobic CH 4 oxidation. There was a distinct transition in the reactions across the thaw gradient. The collapsed palsa stage presents an initial disequilibrium where the abrupt (physically and temporally) change in elevation introduces freshly fixed carbon into anoxic conditions then fermentation products build up over time as the system transitions through the acid phase and electron acceptors are depleted. In the bog, fermentation slows, while ...
author Wilson, Rachel M.
Neumann, Rebecca B.
Crossen, Kelsey B.
Raab, Nicole M.
Hodgkins, Suzanne B.
Saleska, Scott R.
Bolduc, Ben
Woodcroft, Ben J.
Tyson, Gene W.
Chanton, Jeffrey P.
Rich, Virginia I.
author_facet Wilson, Rachel M.
Neumann, Rebecca B.
Crossen, Kelsey B.
Raab, Nicole M.
Hodgkins, Suzanne B.
Saleska, Scott R.
Bolduc, Ben
Woodcroft, Ben J.
Tyson, Gene W.
Chanton, Jeffrey P.
Rich, Virginia I.
author_sort Wilson, Rachel M.
title Microbial Community Analyses Inform Geochemical Reaction Network Models for Predicting Pathways of Greenhouse Gas Production
title_short Microbial Community Analyses Inform Geochemical Reaction Network Models for Predicting Pathways of Greenhouse Gas Production
title_full Microbial Community Analyses Inform Geochemical Reaction Network Models for Predicting Pathways of Greenhouse Gas Production
title_fullStr Microbial Community Analyses Inform Geochemical Reaction Network Models for Predicting Pathways of Greenhouse Gas Production
title_full_unstemmed Microbial Community Analyses Inform Geochemical Reaction Network Models for Predicting Pathways of Greenhouse Gas Production
title_sort microbial community analyses inform geochemical reaction network models for predicting pathways of greenhouse gas production
publishDate 2019
url http://www.osti.gov/servlets/purl/1506088
https://www.osti.gov/biblio/1506088
https://doi.org/10.3389/feart.2019.00059
genre palsa
permafrost
genre_facet palsa
permafrost
op_relation http://www.osti.gov/servlets/purl/1506088
https://www.osti.gov/biblio/1506088
https://doi.org/10.3389/feart.2019.00059
doi:10.3389/feart.2019.00059
op_doi https://doi.org/10.3389/feart.2019.00059
container_title Frontiers in Earth Science
container_volume 7
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