TY  - JOUR
T1  - Simulating wheat growth response to potassium availability under field conditions with sandy soils. I. Model development
JO  - Field Crops Research
VL  - 178
IS  - 
SP  - 109
EP  - 124
PY  - 2015/7//
T2  - 
AU  - Scanlan, Craig A.
AU  - Huth, Neil I.
AU  - Bell, Richard W.
SN  - 0378-4290
DO  - http://dx.doi.org/10.1016/j.fcr.2015.03.022
UR  - http://www.sciencedirect.com/science/article/pii/S0378429015001136
KW  - Potassium
KW  - Wheat
KW  - Simulation modelling
AB  - Abstract
The uptake of K by crops depends on dynamic interactions between soil and fertiliser K availability, season effects on growth, agronomic management and soil properties. In such complex systems, simulation modelling which accounts for both K supply and demand processes may be the most effective approach to assessing the efficacy of different K fertiliser strategies for crop uptake. We developed a K model for wheat in the crop simulation model APSIM. Reactive solute transport was modelled using the mixing cell approach and root K uptake was modelled based upon the concentration of K in the root system and soil solution and an equilibration between root and shoot concentrations. Photosynthetic assimilation rate and water-use efficiency were modified according to shoot K concentration. The parameter optimisation software PEST was applied to optimise the parameters introduced for this model. Overall the model provided a satisfactory match to the calibration data set for soil surface K, grain yield and shoot K concentration in early growth stages but model predictions were most sensitive to the parameter that describes the shape of the K adsorption isotherm. Evaluation of the calibrated model for an independent data set (n = 807) showed reasonable agreement with maturity biomass (r2 = 0.73, RMSE = 1666 kg ha−1), soil surface K in the year after application (r2 = 0.72, RMSE = 17 mg kg−1), and grain yield (r2 = 0.66, RMSE = 637 kg ha−1). However, it was necessary to modify the grain fill function to include the effect of shoot K concentration on grain filling rate which led to an improvement in grain yield prediction at low K fertiliser rates and in the relative response to K fertiliser application. The current K simulation model provides satisfactory predictions of wheat response to K on sands across a range of seasons. Further improvement could be achieved by evaluation of the solute transport model under field conditions and the grain fill function; both improvements require data sets of wheat K response from experimental sites with well characterised soil water properties.
ER  -