This page provides softwarefor model based extraction of phenotyping data. The files attach are python codes for:

1. Construction of kernel based root length density functions

2. Determination of the optimal smoothing parameter for the kernel estimator

3. Simulation of Meristematic wave models with time detay and root types

3. Optimisation algorithm for determination of growth prameters from data