Implications of carbon saturation model structures for simulated nitrogen mineralization dynamics
Carbon (C) saturation theory suggests that soils have a limited capacity to stabilize organic C and that this capacity may be regulated by intrinsic soil properties such as clay concentration and mineralogy. While C saturation theory has advanced our ability to predict soil C stabilization, few biog...
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doaj-107166aecf3d418e99fb79b4fb44bbbb2020-11-24T23:55:13ZengCopernicus PublicationsBiogeosciences1726-41701726-41892014-12-0111236725673810.5194/bg-11-6725-2014Implications of carbon saturation model structures for simulated nitrogen mineralization dynamicsC. M. White0A. R. Kemanian1J. P. Kaye2Department of Ecosystem Science and Management, The Pennsylvania State University, 116 Agricultural Sciences and Industries Building, University Park, PA 16802, USADepartment of Plant Science, The Pennsylvania State University, 116 Agricultural Sciences and Industries Building, University Park, PA 16802, USADepartment of Ecosystem Science and Management, The Pennsylvania State University, 116 Agricultural Sciences and Industries Building, University Park, PA 16802, USACarbon (C) saturation theory suggests that soils have a limited capacity to stabilize organic C and that this capacity may be regulated by intrinsic soil properties such as clay concentration and mineralogy. While C saturation theory has advanced our ability to predict soil C stabilization, few biogeochemical ecosystem models have incorporated C saturation mechanisms. In biogeochemical models, C and nitrogen (N) cycling are tightly coupled, with C decomposition and respiration driving N mineralization. Thus, changing model structures from non-saturation to C saturation dynamics can change simulated N dynamics. In this study, we used C saturation models from the literature and of our own design to compare how different methods of modeling C saturation affected simulated N mineralization dynamics. Specifically, we tested (i) how modeling C saturation by regulating either the transfer efficiency (ε, g C retained g<sup>−1</sup> C respired) or transfer rate (<i>k</i>) of C to stabilized pools affected N mineralization dynamics, (ii) how inclusion of an explicit microbial pool through which C and N must pass affected N mineralization dynamics, and (iii) whether using ε to implement C saturation in a model results in soil texture controls on N mineralization that are similar to those currently included in widely used non-saturating C and N models. Models were parameterized so that they rendered the same C balance. We found that when C saturation is modeled using ε, the critical C : N ratio for N mineralization from decomposing plant residues (<i>r</i><sub>cr</sub>) increases as C saturation of a soil increases. When C saturation is modeled using <i>k</i>, however, <i>r</i><sub>cr</sub> is not affected by the C saturation of a soil. Inclusion of an explicit microbial pool in the model structure was necessary to capture short-term N immobilization–mineralization turnover dynamics during decomposition of low N residues. Finally, modeling C saturation by regulating ε led to similar soil texture controls on N mineralization as a widely used non-saturating model, suggesting that C saturation may be a fundamental mechanism that can explain N mineralization patterns across soil texture gradients. These findings indicate that a coupled C and N model that includes saturation can (1) represent short-term N mineralization by including a microbial pool and (2) express the effects of texture on N turnover as an emergent property.http://www.biogeosciences.net/11/6725/2014/bg-11-6725-2014.pdf |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
C. M. White A. R. Kemanian J. P. Kaye |
spellingShingle |
C. M. White A. R. Kemanian J. P. Kaye Implications of carbon saturation model structures for simulated nitrogen mineralization dynamics Biogeosciences |
author_facet |
C. M. White A. R. Kemanian J. P. Kaye |
author_sort |
C. M. White |
title |
Implications of carbon saturation model structures for simulated nitrogen mineralization dynamics |
title_short |
Implications of carbon saturation model structures for simulated nitrogen mineralization dynamics |
title_full |
Implications of carbon saturation model structures for simulated nitrogen mineralization dynamics |
title_fullStr |
Implications of carbon saturation model structures for simulated nitrogen mineralization dynamics |
title_full_unstemmed |
Implications of carbon saturation model structures for simulated nitrogen mineralization dynamics |
title_sort |
implications of carbon saturation model structures for simulated nitrogen mineralization dynamics |
publisher |
Copernicus Publications |
series |
Biogeosciences |
issn |
1726-4170 1726-4189 |
publishDate |
2014-12-01 |
description |
Carbon (C) saturation theory suggests that soils have a limited capacity to
stabilize organic C and that this capacity may be regulated by intrinsic soil
properties such as clay concentration and mineralogy. While C saturation
theory has advanced our ability to predict soil C stabilization, few
biogeochemical ecosystem models have incorporated C saturation mechanisms. In
biogeochemical models, C and nitrogen (N) cycling are tightly coupled, with C
decomposition and respiration driving N mineralization. Thus, changing model
structures from non-saturation to C saturation dynamics can change simulated
N dynamics. In this study, we used C saturation models from the literature
and of our own design to compare how different methods of modeling C
saturation affected simulated N mineralization dynamics. Specifically, we
tested (i) how modeling C saturation by regulating either the transfer
efficiency (ε, g C retained g<sup>−1</sup> C respired) or transfer
rate (<i>k</i>) of C to stabilized pools affected N mineralization dynamics, (ii)
how inclusion of an explicit microbial pool through which C and N must pass
affected N mineralization dynamics, and (iii) whether using ε to
implement C saturation in a model results in soil texture controls on N
mineralization that are similar to those currently included in widely used
non-saturating C and N models. Models were parameterized so that they
rendered the same C balance. We found that when C saturation is modeled using
ε, the critical C : N ratio for N mineralization from
decomposing plant residues (<i>r</i><sub>cr</sub>) increases as C saturation of a
soil increases. When C saturation is modeled using <i>k</i>, however,
<i>r</i><sub>cr</sub> is not affected by the C saturation of a soil. Inclusion of
an explicit microbial pool in the model structure was necessary to capture
short-term N immobilization–mineralization turnover dynamics during
decomposition of low N residues. Finally, modeling C saturation by regulating
ε led to similar soil texture controls on N mineralization as a
widely used non-saturating model, suggesting that C saturation may be a
fundamental mechanism that can explain N mineralization patterns across soil
texture gradients. These findings indicate that a coupled C and N model that
includes saturation can (1) represent short-term N mineralization by
including a microbial pool and (2) express the effects of texture on N
turnover as an emergent property. |
url |
http://www.biogeosciences.net/11/6725/2014/bg-11-6725-2014.pdf |
work_keys_str_mv |
AT cmwhite implicationsofcarbonsaturationmodelstructuresforsimulatednitrogenmineralizationdynamics AT arkemanian implicationsofcarbonsaturationmodelstructuresforsimulatednitrogenmineralizationdynamics AT jpkaye implicationsofcarbonsaturationmodelstructuresforsimulatednitrogenmineralizationdynamics |
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