123456789101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960616263646566676869707172737475767778798081828384858687888990919293949596979899100101102103104105106107108109110111112113114115116117118119120121122123124125126 |
- # Leaf area expansion
- ## Actual leaf area (daily increase)
- At emergence (Fig. \@ref(fig:PhenologWheatModule)), an initial leaf
- area is specified for each plant by `initial_tpla`, with a
- default value of 200 mm\textsuperscript{2} plant\textsuperscript{-1}.
- During the tiller formation phase (Fig. \@ref(fig:PhenologWheatModule)),
- the daily increase in leaf area index ($\Delta\text{LAI}_{d}$) is
- the minimum between `stressed` leaf
- area index ($\Delta\text{LAI}_{d,\,s}$) and the carbon-limited leaf
- area index ($\Delta\text{LAI}_{d,\,c}$).
- \begin{equation}
- \Delta\text{LAI}_{d}=\min(\Delta\text{LAI}_{d,\,s},\;\Delta\text{LAI}_{d,\,c})
- \end{equation}
- ## Stressed leaf area
- During the tiller formation phase, the `stressed` daily increase
- in leaf area ($\Delta LAI_{d,s}$) is calculated as the potential
- increase in LAI reduced by environmental factors.
- \begin{equation}
- \Delta\text{LAI}_{d,\,s}=\Delta\text{LAI}_{d,\,p}\times\min(f_{w,\;expan},\,f_{N,\,expan},\,f_{P,\,expan}) (\#eq:StressLeafArea)
- \end{equation}
- where $f_{N,\,expan}$, $f_{p,\,expan}$ and $f_{w,\,expan}$ are
- the nitrogen, phosphorus and soil water stress factors concerning
- canopy expansion, respectively (Equation \@ref(eq:NStressLeafExpansion),
- Section @ref(Phosphorus-stress) and Equation \@ref(eq:WaterStressLeafExpansion)).
- The potential daily increase of leaf area ($\Delta\text{LAI}_{d,\,p}$)
- is calculated by the potential daily increase in leaf number and leaf
- size.
- \begin{equation}
- \Delta\text{LAI}_{d,\,p}=\Delta N_{d,\,p}\times L_{n}\times D_{p}
- \end{equation}
- where $\Delta N_{d,\,p}$ is the potential increase in leaf number
- (for the whole plant), $D_{p}$ is the plant population, and $L_{n}$
- is the potential leaf area for leaves of the `current` node (this
- corresponds to the new potential leaf area produced by the different
- tillers in the real world) and depends on the node number on the main
- and unique stem considered by APSIM-Wheat.
- \begin{equation}
- L_{n}=h_{ls}(n_{d}+n_{0})
- \end{equation}
- where $n_{0}$ is the growing leaf number in the sheath (`node_no_correction`
- in wheat.xml) and equals to 2 as default value. The function $h_{ls}(n_{d})$
- is defined by parameters `x_node_no` and `y_leaf_size`
- in wheat.xml and linearly interpolated by APSIM (Fig. \@ref(fig:wdLeafSizeByNode)).
- ```{r wdLeafSizeByNode,fig.cap='Leaf area per node ($L_{n}$) in regards to the main stem node number $n_{0} + n_{d}$.' }
- p <- wdVisXY(wheat_xml,
- "x_node_no", "y_leaf_size ",
- xlab = "Main stem node number",
- ylab = expression(paste("Potential leaf area per node", ~"("*mm^2*")")))
- print(p)
- ```
- ## Carbon-limited leaf area
- Leaf area related to carbon production is calculated by the increase
- in leaf dry weight ($\Delta Q_{leaf}$ Equation \@ref(eq:actualBiomassProduction))
- and the maximum specific leaf area ($\text{SLA}_{max}$), which is
- related to leaf area index (LAI).
- \begin{equation}
- \Delta\text{LAI}_{d,\,c}=\Delta Q_{leaf}\times\text{SLA}_{max}
- \end{equation}
- \begin{equation}
- \text{SLA}_{max}=h_{SLA}(\text{LAI})
- \end{equation}
- This function is defined by parameters `x_lai` and `y_sla_max`
- in wheat.xml and linearly interpolated by APSIM (Fig. \@ref(fig:wdSLA)).
- ```{r wdSLA,fig.cap='Relationship between maximum specific leaf area and leaf area index.' }
- p <- wdVisXY(wheat_xml,
- "x_lai", "y_sla_max",
- xlab = expression(paste("Leaf area index", ~"("*mm^2*" "*mm^{-2}*")")),
- ylab = expression(paste("Maximum specific leaf area", ~"("*mm^2*" "*g^{-1}*")")))
- print(p)
- ```
|