The algorithm repeatedly reassigns cases to clusters until cluster means do not change much between successive steps. Finally, the algorithm calculates the means of the clusters once again and assigns the cases to their final clusters. The gas exchange parameters of 219 rice plants from population A and 204 plants from population B were determined. The Pn ranged from 13.6 to 30.9 μmol CO2 m− 2 s− 1 and 16.1 to 33.2 μmol CO2 m− 2 s− 1. The histogram of Pn and the Q–Q plot

(relating the observed values to the expected normally distributed values) showed that the Pn of the measured rice populations was normally distributed ( Fig. 1-A and B). Normality tests using the Kolmogorov–Smirnov test also showed that the measured Pn data followed a normal distribution (P = 0.936 and GDC-0199 in vitro ON-01910 order 0.740 respectively). Using K-means clustering, the A and B populations were clustered into five or six groups, and a significant difference in Pn was observed among the groups (P < 0.05). Table 1 shows the ranges, averages, and coefficients of variation for Pn in the six groups G1–G6, with photosynthetic rates shown from high to low. Variation in Pn was small within each group ( Table 1), indicating that the clustered Pn groups were appropriate. The box diagram shows the

variation in the main gas exchange parameters in each group in population A (Fig. 2). In each group, the variation in Pn was highest. Meloxicam For the other

four parameters (gs, CE, Ci and Tr), the variation was low, as was that among the groups. From G1 to G6, the variation in gs decreased with Pn, whereas variation in CE was higher in the low and high Pn groups and lower in the intermediate group. The photosynthetic groups were further clustered by K-means clustering. The photosynthetic groups in each population were divided into three clusters according to their differences in gs and CE, namely the stomatal pattern (with higher gs), the carboxylation pattern (with higher CE), and the intermediate pattern (with medium gs and CE) ( Table 2). The F-test showed no difference in Pn among the three types, but a significant difference in gs and CE (P < 0.01), indicating that the classification was reliable. However, the proportion of each pattern differed between the two populations ( Fig. 3) and among different Pn groups ( Table 2). Pn was significantly correlated with gs (r = 0.810⁎⁎ and 0.687⁎⁎ in populations A and B) and CE (r = 0.531⁎⁎ and 0.933⁎⁎ in population A and B) in both populations. The high correlation coefficients between Pn and CE indicate that photosynthetic rate was dominated by the carboxylation process in population B, whereas both stomatal and biochemical processes played an important role in Pn of population A. The correlation coefficients were much higher when the three clusters with different photosynthetic patterns were examined (Fig.