Whilst there was some variation accounted for by experimental timing, such as some variation from Experiment 6 (Fig. S2b, c), these differences do not affect the ability of PCA to distinguish between samples grown in different nutrient replete and nutrient limited media. It should be noted that all six experiments were performed under environmentally controlled conditions with parameters such as light intensity and temperature as identical as possible.