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C4_dynamic_model

Model description

A dynamic photosynthesis model for C4 crops

This dynamic systems model of C4 photosynthesis was developed based on the previous NADP-ME metabolic model for maize (Wang et al., 2014 ab). The NADP-ME metabolic model is an ordinary differential equation model including all individual steps in C4 photosynthetic carbon metabolism. Here, we extended the model to include posttranslational regulation and temperature response of enzyme activities, dynamic stomata conductance, and leaf energy balance. This model is written in matlab (R2019a)

Reference

Wang Y, Chan KX, Long SP. (2021) Toward a Dynamic Photosynthesis Model to Guide the Yield Improvement in C4 Crops. The Plant Journal.

Wang Y, Bräutigam A, Weber APM, Zhu X-G (2014a) Three distinct biochemical subtypes of C4 photosynthesis? – A modeling analysis. Journal of Experimental Botany 65(13):3567-78.

Wang Y, Long SP, Zhu X-G (2014b) Elements Required for an Efficient NADP-ME Type C4 Photosynthesis-- Exploration using a systems model of C4 photosynthesis. Plant Physiology 164(4):2231-46

Input variables

Photosynthetic parameters

Input file 1: Input_parameter_M.txt or Input_parameter_O.txt

Parameters Definition Unit
Slope Ball-Berry slope mol m-2 s-1
Intercept Ball-berry intercept mol m-2 s-1
ki Rate constant of stomatal conductance increasing min-1
kd Rate constant of stomatal conductance decreasing min-1
Vpmax Maximum PEPC activity µmol m-2 s-1
Vcmax Maximum rubisco activity µmol m-2 s-1
taoRubisco Time constant of Rubisco activation min
FactorVP The slope of the linear relationship between measured Vpmax and the maximal PEPC activities in the model Unitless
FactorVC The ratio between measured Vcmax and the maximal Rubisco activities in the model Unitless
RP PPDK regulatory protein concentration mmol/L
Rd Mitochondria respiration µmol m-2 s-1

Environmental parameters

Input file 2: Input_parameter_Env.txt

Parameters Definition Unit
Temperature Air temperature °C
CO2_air CO2 concentration in the air µmol mol-1
O2_air O2 concentration in the air mmol mol-1
RH Relative humidity Unitless
Radiation_NIR Near-infrared radiation µmol m-2 s-1
Radiation_LW Long wave radiation µmol m-2 s-1
Radiation_PAR Photosynthetic active radiation µmol m-2 s-1

Running

Simulating the induction of CO2 uptake rate:

run ./Code/RAC4leafMetaDrive_Alone.m

Sensitivity analysis:

run ./Code/Sensitivity.m

Versioning

This is version 1 released on March 2021.

Author

Yu Wang - https://github.com/yuwangcn

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  • MATLAB 95.5%
  • M 4.5%