Mechanistic modeling of microbial interactions at pore to profile scale resolve methane emission dynamics from permafrost soil
Authored by Dani Or, Ali Ebrahimi
Date Published: 2017
DOI: 10.1002/2016jg003674
Sponsors:
European Research Council (ERC)
Platforms:
No platforms listed
Model Documentation:
Other Narrative
Mathematical description
Model Code URLs:
Model code not found
Abstract
The sensitivity of polar regions to raising global temperatures is
reflected in rapidly changing hydrological processes associated with
pronounced seasonal thawing of permafrost soil and increased biological
activity. Of particular concern is the potential release of large
amounts of soil carbon and stimulation of other soil-borne greenhouse
gas emissions such as methane. Soil methanotrophic and methanogenic
microbial communities rapidly adjust their activity and spatial
organization in response to permafrost thawing and other environmental
factors. Soil structural elements such as aggregates and layering affect
oxygen and nutrient diffusion processes thereby contributing to
methanogenic activity within temporal anoxic niches (hot spots). We
developed a mechanistic individual-based model to quantify microbial
activity dynamics in soil pore networks considering transport processes
and enzymatic activity associated with methane production in soil. The
model was upscaled from single aggregates to the soil profile where
freezing/thawing provides macroscopic boundary conditions for microbial
activity at different soil depths. The model distinguishes microbial
activity in aerate bulk soil from aggregates (or submerged profile) for
resolving methane production and oxidation rates. Methane transport
pathways by diffusion and ebullition of bubbles vary with hydration
dynamics. The model links seasonal thermal and hydrologic dynamics with
evolution of microbial community composition and function affecting net
methane emissions in good agreement with experimental data. The
mechanistic model enables systematic evaluation of key controlling
factors in thawing permafrost and microbial response (e.g., nutrient
availability and enzyme activity) on long-term methane emissions and
carbon decomposition rates in the rapidly changing polar regions.
Tags
Bacterial chemotaxis
Porous-media
Organic-matter
Arctic tundra
Community composition
Microbial interactions
Methane emission
Permafrost thawing
Water
table
Soil aggregate
Spatial variability
Aggregate-size
Tussock tundra
Forest soils
Atmospheric methane