Methods and systems for controlling a growth environment of a crop. The method comprises accessing a set of control data modeling a dynamic growth protocol for the crop； commanding a control device to implement control values； receiving, from a plurality of monitoring devices located within the growth environment, monitoring data relating to the growth environment. The method also comprises calculating a growth index； generating a yield prediction for the crop based on a prediction model； generating a predictive recommendation based on at least the monitoring data, the growth index and the yield prediction； modifying the dynamic growth protocol； and commanding the control device to implement updated control values. A profile for a growth environment of the crop may be selected from a plurality of growth environment profiles obtained from various sources and the selected profile may be updated based on a later growth index.
