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48 changes: 22 additions & 26 deletions docs/model-structure.md
Original file line number Diff line number Diff line change
Expand Up @@ -572,42 +572,38 @@ F^N_\text{min} = \sum_j \left( \frac{R_{H\text{j}}}{CN_{\text{j}}} \right)
\small j \in \{\text{soil, litter}\}
\end{equation*}

### Nitrogen Volatilization $F^N_\text{vol}: (N_\text{min,soil} \rightarrow N_2O)$
### Nitrogen Volatilization $F^N_\text{vol}: (N_\text{min} \rightarrow N_2O)$

The simplest way to represent $N_2O$ flux is as a proportion of the mineral N pool $N_\text{min}$ or the N
mineralization rate $F^N_{min}$. For example, CLM-CN and CLM 4.0 represent $N_2O$ flux as a proportion
of $N_\text{min}$ (Thornton et al 2007, Oleson et al. 2010). By contrast, Biome-BGC (Golinkoff et al 2010; Thornton and
Rosenbloom, 2005 and https://github.com/bpbond/Biome-BGC, Golinkoff et al 2010; Thornton and Rosenbloom, 2005)
represents $N_2O$ flux as a proportion of the N mineralization rate.

The simplest way to represent $N_2O$ flux is as a proportion of the mineral N pool $N_\text{min}$ or the N
mineralization rate $F^N_{min}$. For example, CLM-CN and CLM 4.0 represent $N_2O$ flux as a proportion of $N_\text{min}$
(Thornton et al 2007, Oleson et al. 2010). By contrast, Biome-BGC (Golinkoff et al 2010; Thornton and Rosenbloom, 2005
and https://github.com/bpbond/Biome-BGC, Golinkoff et al 2010; Thornton and Rosenbloom, 2005) represents $N_2O$ flux as
a proportion of the N mineralization rate.

Because we expect $N_2O$ emissions will be dominated by fertilizer N inputs, we will start with the $N_\text{min}$ pool
size approach. This approach also has the advantage of accounting for reduced $N_2O$ flux when N is limiting (Zahele and
Dalmorech 2011).

A new parameter $K_\text{vol}$ represents the first-order rate constant governing volatilization losses from the soil
mineral nitrogen pool. The realized volatilization flux is proportional to $N_\text{min}$ and depends on temperature and
soil moisture.
$K_\text{vol}$ is the nitrogen volatilization rate constant that determines the maximum rate of N volatilization as a
proportion of available $N_\text{min}$. The realized volatilization flux is proportional to available $N_\text{min}$, scaled by $K_\text{vol}$ and modified by temperature and soil moisture.

\begin{equation}
F^N_\text{vol} = K_\text{vol} \cdot N_\text{min} \cdot D_{\text{temp}} \cdot D_{\text{water},N_\text{vol}}
\label{eq:n_vol}
\end{equation}

Justification: SIPNET represents $N_2O$ flux as a proportion of the mineral N pool $N_\text{min}$, rather than as a
proportion of the N mineralization rate $F^N_\text{min}$. CLM-CN and CLM 4.0 use an $N_\text{min}$ approach (Thornton et
al. 2007; Oleson et al. 2010), while Biome-BGC represents $N_2O$ flux as a proportion of the N mineralization rate
(Golinkoff et al. 2010; Thornton and Rosenbloom, 2005; https://github.com/bpbond/Biome-BGC). The $N_\text{min}$
approach accounts for reduced $N_2O$ flux when N is limiting (Zahele and Dalmorech 2011), and fertilizer N inputs are
expected to dominate $N_2O$ emissions.

### Nitrogen Leaching $F^N_\text{leach}$

\begin{equation}
F^N_\text{leach} = N_\text{min} \cdot F^W_{drainage} \cdot f_{N leach}
F^N_\text{leach} = N_\text{min} \cdot \phi \cdot f^N_\text{leach}
\label{eq:n_leach}
\end{equation}

Where $f^N_\text{leach}$ is the fraction of $N_{min}$ in soil that is available to be leached, $F^W_{drainage}$ is
drainage.
where:

\begin{equation}
\phi = \min\left(\frac{F^W_\text{drainage}}{W_\text{WHC}}, 1\right)
\end{equation}

$f^N_\text{leach}$ is the fraction of $N_\text{min}$ available to be leached, $F^W_\text{drainage}$ is drainage, and
Comment on lines +599 to +605
$W_\text{WHC}$ is soil water holding capacity. SIPNET uses one mineral nitrogen pool, $N_\text{min}$; litter and soil mineralization are separate fluxes that both add to this pool.

### Plant Nitrogen Demand $F^{N}_{\text{demand}}$

Expand Down Expand Up @@ -911,7 +907,7 @@ Where $T_{\text{env}}$ may be soil or air temperature $(T_\text{soil}$ or $T_\t
Because the function is symmetric around $T_\text{opt}$, the parameters $T_{\text{min}}$ and $T_{\text{opt}}$ are
provided and $T_{\text{max}}$ is calculated internally as $T_{\text{max}} = 2 \cdot T_{\text{opt}} - T_{\text{min}}$.

#### Exponential Function for Respiration $D_{\text(temp,Q10)}$
#### Exponential Function for Respiration $D_{\text{temp,Q10}}$

The temperature response of autotrophic $(R_a)$ and heterotrophic $(R_H)$ respiration represented as an exponential
relationship using a simplified Arrhenius function.
Expand Down Expand Up @@ -939,8 +935,8 @@ four $Q_{10}$ values ranged from 1.4 to 5.8 when SIPNET was calibrated to $CO_2$
### Moisture dependence functions $D_{water}$

Moisture dependence functions are typically based on soil water content as a fraction of water holding capacity, also
referred to as soil moisture or fractional soil wetness. We will represent this fraction of soil wetness
as $f_\text{WHC}$.
referred to as soil moisture or fractional soil wetness. SIPNET represents this fraction of soil wetness as
$f_\text{WHC}$.

#### Soil Water Content Fraction

Expand Down
13 changes: 6 additions & 7 deletions docs/parameters.md
Original file line number Diff line number Diff line change
Expand Up @@ -106,7 +106,7 @@ Run-time parameters can change from one run to the next, or when the model is st
| $f_{\text{WHC},0}$ | soilWFracInit | Initial soil water fraction | unitless | May exceed 1.0 when modeling flooded conditions; $W_{\text{soil},0} = f_{\text{WHC},0} \cdot W_{\text{WHC}}$ |
| $N_{\text{org, litter},0}$ | litterOrgNInit | Initial litter organic nitrogen content | $\text{g N} \cdot \text{m}^{-2}$ | |
| $N_{\text{org, soil},0}$ | soilOrgNInit | Initial soil organic nitrogen content | $\text{g N} \cdot \text{m}^{-2}$ | |
| $N_{\text{min, soil},0}$ | mineralNInit | Initial soil mineral nitrogen content | $\text{g N} \cdot \text{m}^{-2}$ | |
| $N_{\text{min},0}$ | mineralNInit | Initial mineral nitrogen content | $\text{g N} \cdot \text{m}^{-2}$ | Single mineral N pool used by soil and litter N fluxes |
| $f_{\text{fine root},0}$ | fineRootFrac | Fraction of `plantWoodInit` allocated to initial fine root carbon pool | unitless | |
| $f_{\text{coarse root},0}$ | coarseRootFrac | Fraction of `plantWoodInit` allocated to initial coarse root carbon pool | unitless | |
| $W_{\text{snow},0}$ | snowInit | Initial snow water equivalent | cm water equivalent | |
Expand Down Expand Up @@ -200,13 +200,12 @@ Run-time parameters can change from one run to the next, or when the model is st

### Nitrogen Cycle Parameters

Run-time parameters support mineralization, volatilization, leaching, and
pool stoichiometry.
Run-time parameters support mineral nitrogen losses through volatilization and leaching.

| Symbol | Parameter Name | Definition | Units | Notes |
| -------------------- | ------------------- | -------------------------------------------------------------------------------------- | ----------------- | ------------------ |
| $K_\text{vol}$ | nVolatilizationFrac | Fraction of $N_\text{min}$ volatilized per day (modulated by temperature and moisture) | $\text{day}^{-1}$ | \eqref{eq:n_vol} |
| $f^N_{\text{leach}}$ | nLeachingFrac | Leaching coefficient applied to $N_\text{min}$ scaled by drainage | $\text{day}^{-1}$ | \eqref{eq:n_leach} |
| Symbol | Parameter Name | Definition | Units | Notes |
| ---------------------- | -------------------- | ------------------------------------------------------------------------------------------------------------------------------------ | ----------------- | -------------------------------- |
| $K_\text{vol}$ | nVolatilizationFrac | Nitrogen volatilization rate constant that determines the maximum rate of N volatilization as a proportion of available $N_\text{min}$ | $\text{day}^{-1}$ | \eqref{eq:n_vol} |
| $f^N_{\text{leach}}$ | nLeachingFrac | Fraction of $N_\text{min}$ available to be leached, applied after scaling by $\phi = \min(F^W_\text{drainage}/W_\text{WHC}, 1)$ | $\text{day}^{-1}$ | \eqref{eq:n_leach} |

### Moisture-Related Parameters

Expand Down
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