Crop models should predict growth and yield under a wide range of environmental conditions. General use of models can only be accomplished if genetic inputs are incorporated into the model to account for genetic variability in response to environment and management. This study summarizes existing knowledge on genetic variables and related environmental responses for potato and describes procedures for collecting data to estimate these variables for several important growth processes. These genetic inputs will be used to incorporate genetic variability in modeling potato growth and tuber yield.