Workpackage 6:
Simulation modelling
The main objectives of this Workpackage are:
In order to meet these objectives, the Workpackage is divided in
five sub-packages, each of them involving different partners as well as requiring different
methodology:
·
Workpackage 6.1 (Partner 4):
During year 1 and 2 using the basic pea-barley design (WP2) the state
variables involved in the simulation model will be recorded. It includes
weekly measurements of crop phenology, leaf area and light transmission into
the dominant and understorey canopy, dry matter accumulation and
partitioning, rooting pattern and detph (with the herbicide injection
technique), N2 fixation, shoot N concentration, yield components
including grain N content, soil N and water content. 15N
enrichment method will be used in order to record both N2
fixation and soil N use. Experimental data will be split into two sets : a
“parameterisation” data set collected by partner 4 and devoted to the
identification of the model parameters and a “validation” data set
collected by the other partners devoted to the model evaluation and
confidence.
·
Workpackage 6.2 (Partners 6, 4):
Development of the model structure relying on i) the existent pure crop
model and ii) a first version of the intercrop model driven by the
partitioning of radiation resource and iii) the development of the
specificity of legume/cereal intercrops with a special focus on N nutrition
sub-model by incorporating N2 fixation-soil N interaction in
relation to root competition.
·
Workpackage 6.3 (Partners 6, 4):
Parameter identification relying on i) a sensitivity analysis allowing the
appropriate choice of the parameters to be fitted, ii) the use of
mathematical least square minimisation procedure to fit parameters on the
state variables of the pure crop experiments and iii) checking whether the
intercrop model requires specific intercrop parameters on the state
variables of the intercrop experiment.
·
Workpackage 6.4 (Partners 6, 4, 1, 3, 5, 7):
Evaluation of the model (starting month 12) using the “validation” data
set and partners’ expert knowledge.
·
Workpackage 6.5 (Partners 6, 4):
Simulation study of intercropping strategies (sowing dates, plant density,
earliness) for each component of the intercrop for various soil x climate
environments, using available data from other partners (starting month 18).
Professor Yves Crozat (y.crozat@esa-angers.educagri.fr)
from Ecole
Supérieure d'Agriculture
(Angers) is the partner responsible for this Workpackage.