Analysis of karyotype of the species
The cytogenetic examination indicated that the accessions of the species were diploid, tetraploid, or hexaploid and had 2x, 4x, and 5x chromosomes, respectively. Therefore, we found diversity in species and also inside the accessions in rare cases in terms of ploidy levels.
AL1(alppica): This sample was collected from Koodak Park in Sanandaj. The karyotype formula of the species was as 2n = 2x = 18 = 8m +1sm (Table 2). The length of its chromosomes varied from at least 2.63 to 4.48 microns (Figure 2 for ideogram of AL1, and Figure 3). The percentage of relative length of these chromosomes was 11.11% and %TF= 39.97%, and its karyotypic type (KA) belonged to the 1A Stebbins group. The asymmetry indices, A1 and A2, had values of 0.334 and 0.17, respectively (Tables 2 and 3).
AL2: This population was collected from an altitude of 2095 meters in Salavat Abad, Sanandaj. Its karyotypic formula was as 2n = 2x = 18 = 9m and all the chromosomes were metacentric (Figure 2 for L2 ideogram, and Figure 3). Base on Figure 4, the lengths of its chromosomes ranged from 2.53- 4.39 microns. The relative percentage of chromosomes (%RL) was about 11.11, %TF= 39.78%, and its karyotypic type belonged to the 1A Stebbins group. The A1 and A2 asymmetry indices were 0.335 and 0.162, respectively (Tables 2 and 3).
AL3: The seeds of this population were harvested from an altitude of 1829 meters in Hasanabad of Sanandaj. Its karyotypic formula was as 2n=2x=18= 6m+3sm (Table 2). The lengths of its chromosomes (Figure 2 for ideogram of AL3, and Figure 3) were from 3.18- 5.39 microns. %RL= 11.11% and %TF=37.6%, and it was in class 1A Stebbins in terms of karyotypic symmetry. The asymmetry A1 and A2 were equal to 0.395 and 0.169, respectively (Tables 2 and 3).
AL4: This sample was obtained from an altitude of 1607 meters in Goyran village. Its karyotypic formula was as 2n= 2x= 18= 8m+1sm (Table 2). The variation of chromosomes ranged from a minimum of 2.58 to a maximum of 4.33 (Figure 2 for ideogram of AL4, and Figure 3). %RL=11.11% and %TF=39.27, and it was in 1A Stebbins group in terms of karyotypic symmetry. The asymmetry A1 and A2 indices were equal to 0.351 and 0.166, respectively (Tables 2 and 3).
BI1(biebersteinii): This sample was collected from an altitude of 1334 meters in Savarian village. Its karyotypic formula was as 2n=4x= 36= 14m+ 4sm (Table 2). The variation in lengths of its chromosomes ranged from 1.95-4.81 microns (Figure 2 for BI1 ideogram, and Figure 3). %RL= 5.59, %TF= 38.42%, and it was put in 1B class of Stebbins in terms of karyotypic symmetry. The intra- chromosomal asymmetry A1 and inter-chromosomal asymmetry A2 were respectively equal to 0.356 and 0.228 (Tables 2 and 3).
BI2: This sample was collected from an altitude of 1436 meters in Pichon village, Sanandaj. The sample had a karyotype formula of 2n=4x=36=15m+3sm. The total length of the chromosome from a minimum to a maximum was 1.59-3.79 microns (Figure 2 for the ideogram of BI2, and Figure 3). %RL=5.5, %TF=39.43, and it was in class 1B of Stebbins in terms of karyotypic symmetry. The asymmetry A1 and A2 indices were equal to 0.343 and 0.19, respectively (Tables 2 and 3).
BI3: This sample was collected from an altitude of 1436 meters in Danikesh village. Its karyotypic formula was as 2n=2x=4x=36=14m+4sm (Table 2). The variation of chromosome length ranged from 2.53- 5.38 microns (Figure 2 for the ideogram of BI3, and Figure 3). %RL= 5.56, %TF=38.44, and it was put in Stebbins 1B group in terms of karyotypic symmetry. Asymmetry A1 and A2 indices were equal to 0.376 and 0.195, respectively (Tables 2 and 3).
BI4: This sample was collected from an altitude of 1593 meters in Chehel Gazi village. Its karyotypic formula was 2n=4x=36=14m+4sm (Table 2). The variation of its chromosome length ranged from 2.01- 4.35 microns (Figure 2 for the ideogram of BI4, and Figure 3). %RL and %TF were 56.5 and 38.62, respectively. In terms of symmetry, it was put in the 2B group of Stebbins. Other characteristics of the population were the intra- and inter-chromosomal indices, respectively equal to 0.343 and 0.217 (Tables 2 and 3).
MI1(millefolium): This sample was collected from an altitude of 1985 meters in Salavat Abad village. Its karyotypic formula was 2n=6x=54=20+7sm (Table 2). The variation of its chromosome length ranged from 2.22- 4.29 microns (Figure 2 for the ideogram of MI1, and Figure 3). %RL and %TF were 3.7 and 38.8, respectively. In terms of symmetry, it was put in the 2A group of Stebbins. The asymmetry A1 and A2 indices were equal to 0.355 and 0.153, respectively (Tables 2 and 3).
MI2: The second sample on this sub-population was collected from an altitude of 1498 meters in Baba Riz village of Sanandaj. Its karyotypic formula was as 2n=6x=54=17m+10sm (Table 2). The variation of chromosome length ranged from 2.02- 4.24 microns (Figure 2 for the ideogram of MI2, and Figure 3). %RL= 3.7, %TF=37.89, and it was put in Stebbins 1B group in terms of karyotypic symmetry. Asymmetry A1 and A2 indices were equal to 0.378 and 0.167, respectively (Tables 2 and 3).
MI3: The third sample on this sub-population was collected from an altitude of 1993 meters in Dolbandi village of Sanandaj. Its karyotypic formula was as 2n=4x=36=15m+3sm (Table 2). The variation of chromosome length ranged from 2.15- 4.18 microns (Figure 2 for the ideogram of MI3, and Figure 3). %RL= 5.56, %TF=39.29, and it was put in the Stebbins 1A group in terms of karyotypic symmetry. Asymmetry A1 and A2 indices were respectively equal to 0.337 and 0.183 (Tables 2 and 3).
MI4: The fourth sample on this sub-population was collected from an altitude of 1642 meters in Jebreilian village of Sanandaj. Its karyotypic formula was as 2n=6x=54=20m+7sm (Table 2). The variation of chromosome length ranged from 2.24- 5.12 microns (Figure 2 for the ideogram of MI4, and Figure 3). %RL= 3.7, %TF=27.85, and it was put in Stebbins 1B group in terms of karyotypic symmetry. Asymmetry A1 and A2 indices were equal to 0.375 and 0.194, respectively (Tables 2 and 3).
TA1(talagonica): The first sub-sample of this species was collected from an altitude of 1993 meters in Charandu village 20 km outside of Sanandaj. Its karyotypic formula was as 2n=2x=18=9m (Table 2). The variation of chromosome length ranged from 2.24- 5.12 microns (Figure 2 for the ideogram of TA1, and Figure 3). %RL= 11.11, %TF=42.02, and it was put in Stebbins 1B group in terms of karyotypic symmetry. Asymmetry A1 and A2 indices were equal to 0.277 and 0.236, respectively (Tables 2 and 3).
TA2: Another sub-sample of this species was collected from an altitude of 1980 meters in Baynchub village 54 km outside of Sanandaj. Its karyotypic formula was as 2n=2x=18=7m+2sm (Table 2). The variation of chromosome length ranged from 2.34-5.14 microns (Figure 2 for the ideogram of TA2, and Figure 3). %RL= 11.11, %TF=40.37, and it was put in Stebbins 1B group in terms of karyotypic symmetry. Asymmetry A1 and A2 indices were respectively equal to 0.224 and 0.311 (Tables 2 and 3).
TA3: This sub-sample was collected from an altitude of 1919 meters in Mamukh-e Sofla village. Its karyotypic formula was as 2n=2x=18=7m+2sm (Table 2). The variation of chromosome length ranged from 2.34-5.14 microns (Figure 2 for the ideogram of TA3, and Figure 3). %RL= 11.11, %TF=40.68, and it was put in Stebbins 1B group in terms of karyotypic symmetry. Asymmetry A1 and A2 indices were equal to 0.315 and 0.223, respectively (Tables 2 and 3).
TA4: The fourth sample of this group was collected from an altitude of 1577 meters in Sarab Qamish village. Its karyotypic formula was as 2n=2x=18=6m+3sm (Table 2). The variation of chromosome length ranged from 1.8- 3.54 microns (Figure 2 for the ideogram of TA4, and Figure 3). %RL= 11.11, %TF=38.86, and it was put in the Stebbins 1A group in terms of karyotypic symmetry. Asymmetry A1 and A2 indices were equal to 0.363 and 0.209, respectively (Tables 2 and 3).
VE1(vermicularis): The first sub-population of this group was collected from an altitude of 2334 meters in Qalvaz village. Its karyotypic formula was as 2n=2x=18=9m (Table 2). The variation of chromosome length ranged from 4.92-9.85 microns (Figure 2 for the ideogram of VE1, and Figure 3). %RL= 11.11, %TF=39.74, and it was put in the Stebbins 1A group in terms of karyotypic symmetry. Asymmetry A1 and A2 indices were equal to 0.339 and 0.21, respectively (Tables 2 and 3).
VE2: The second sub-population of this group was collected from an altitude of 2145 meters in Mamukh-e Sofla village. Its karyotypic formula was as 2n=4x=15m+3sm (Table 2). The variation of chromosome length ranged from 2.35- 3.29 microns (Figure 2 for the ideogram of VE2, and Figure 3). %RL= 5.56, %TF=39.84, and it was put in Stebbins 1B group in terms of karyotypic symmetry. Asymmetry A1 and A2 indices were equal to 0.347 and 0.223, respectively (Tables 2 and 3).
VE3: The third sub-population of this group was collected from an altitude of 2152 meters in Sangsefid village. Its karyotypic formula was as 2n=4x=36=17m+1sm (Table 2) with the variation of chromosome length ranging from 2.11- 4.95 microns (Figure 2 for the ideogram of VE3, and Figure 3). %RL= 5.56, %TF=38.56, and it was put in Stebbins 1B group in terms of karyotypic symmetry. Asymmetry A1 and A2 indices were equal to 0.281 and 0.224, respectively (Tables 2 and 3).
VE4: The fourth sub-population of this group was collected from an altitude of 1838 meters in Dul rahman village. Its karyotypic formula was as 2n=4x=36=17m+1sm (Table 2). The variation of chromosome length ranged from 2.36- 5.3 microns (Figure 2 for the ideogram of VE4, and Figure 3). %RL= 5.56, %TF=40.52, and it was put in Stebbins 1B group in terms of karyotypic symmetry. Asymmetry A1 and A2 indices were respectively equal to 0.317 and 0.218 (Tables 2 and 3).
TE1(tenifolia): This sample was taken from Mamukh mountain pass and an altitude of 1886 meters. Its karyotypic formula was as 2n=4x=36=18m and it was put in the Stebbins 1A group in terms of karyotypic symmetry. The variation of chromosome length ranged from 1.94- 3.37 microns (Figure 2 for the ideogram of TE1, and Figure 3). %RL= 5.56 and %TF=42.5. Asymmetry A1 and A2 indices were equal to 0.257 and 0.159, respectively (Tables 2 and 3).
TE2: This sample was taken from Charandu village and an altitude of 1841 meters. Its karyotypic formula was as 2n=4x=36=14m and it was put in Stebbins 1B group in terms of karyotypic symmetry (Table 2). The variation of chromosome length ranged from 11.82- 4.1 microns (Figure 2 for the ideogram of TE2, and Figure 3). %RL= 5.41 and %TF=39.36. Asymmetry A1 and A2 indices were equal to 0.347 and 0.223, respectively (Tables 2 and 3).
TE3: This sample was taken from Bazi Rabab village and an altitude of 1934 meters. Its karyotypic formula was as 2n=4x=36=11m+7sm and it was put in Stebbins 1B group in terms of karyotypic symmetry (Table 2). The variation of chromosome length ranged from 1.6- 5.93 microns (Figure 2 for the ideogram of TE3, and Figure 3). %RL= 5.39 and %TF=38.56. Asymmetry A1 and A2 indices were equal to 0.369 and 0.199, respectively (Tables 2 and 3).
TE4: This sample was taken from Sarab Qamish village and an altitude of 1577 meters. Its karyotypic formula was as 2n=4x=36=17m+7sm and it was put in Stebbins 1B group in terms of karyotypic symmetry (Table 2). The variation of chromosome length ranged from 2.16- 3.43 microns (Figure 2 for the ideogram of TE3, and Figure 3). %RL= 11.11 and %TF=46.11. Asymmetry A1 and A2 indices were respectively equal to 0.141 and 0.147 (Tables 2 and 3).
Wl1(wilhelmsii): This sample was taken from Mamukh-e Sofla village and an altitude of 1999 meters. Its karyotypic formula was as 2n=4x=36=15m+3sm and it was put in Stebbins 1B group in terms of karyotypic symmetry (Table 2). The variation of chromosome length ranged from 2.25- 4.85 microns (Figure 2 for the ideogram of WI1, and Figure 3). %RL=5.56 and %TF=39. Asymmetry A1 and A2 indices were equal to 0.346 and 0.19, respectively (Tables 2 and 3).
Wl2: The second sample of this species was taken from Arandan village and an altitude of 1974 meters. Its karyotypic formula was as 2n=4x=36=14m+4sm and it was put in Stebbins 1B group in terms of karyotypic symmetry (Table 2). The variation of chromosome length ranged from 2.1- 4.65 microns (Figure 2 for the ideogram of WI2, and Figure 3). %RL=5.56 and %TF=39.13. Asymmetry A1 and A2 indices were equal to 0.371 and 0.205, respectively (Tables 2 and 3).
Wl3: The third sample of this species was taken from Klatei village and an altitude of 2208 meters. Its karyotypic formula was as 2n=4x=36=16m+2sm and it was put in the Stebbins 1A group in terms of karyotypic symmetry (Table 2). The variation of chromosome length ranged from 2.46- 4.84 microns (Figure 2 for the ideogram of WI3, and Figure 3). %RL=5.56 and %TF=39.13. Asymmetry A1 and A2 indices were equal to 0.342 and 0.168, respectively (Tables 2 and 3).
Wl4: Ultimately, the fourth sample of this species was taken from Gavdarreh village and an altitude of 2026 meters. Its karyotypic formula was as 2n=4x=36=14m+4sm and it was put in the Stebbins 1A group in terms of karyotypic symmetry (Table 2). The variation of chromosome length ranged from 2.45- 4.84 microns (Figure 2 for the ideogram of WI4, and Figure 3). %RL=5.56 and %TF=37.75. Asymmetry A1 and A2 indices were equal to 0.38 and 0.183, respectively (Tables 2 and 3).
Comparison of cytogenetic parameters between species
The comparison of the results of karyotypic characteristics in the populations indicated that the base chromosome number was x=9 in all the populations and there were hexa-, tetra- and diploid levels for the populations. Regarding the ploidy level, there was diversity not only among the species, but also among the populations of the three species, Ac. millefolium (tetra- and hexa-ploidy), Ac.vermicularis (tetra and diploidy), and Ac.tenuifolia (tetra and diploidy). Ac. alpine and Ac. talagonica species were diploid and Ac.biebersteinii and Ac.willhelmsii species were tetraploid. Karyotype formulas of inter-species and intra-species populations were different and all the chromosomes were metacentric only in populations AL2, TA1, VE1, TE1, and TE4; the karyotype consisted of a large number of metacentric chromosomes and a small number of chromosomes were submetacentric in other populations. According to the Stebbins bilateral table, most of the populations were in Classes 1A and 1B; only population BI4 was in class 2B, and MI1 in the class 2A. Therefore, a symmetrical karyotype was observed for the species of this genus. The highest relative amount of chromatin belonged to population AL3 with an average of 4.15 microns whereas the lowest relative amount of chromatin belonged to population TA2 with an average of 2.55. Except for population AL3, the relative chromatin levels of the populations were less than 4 and more than 2 microns. Since the relative difference in the lengths of chromosomes had an inverse relationship with intra-species ploidy levels, the most asymmetric chromosomes among the hexaploid populations, based on DRL index, belonged to population MI4 with an average of 38.3% (Tables 2 and 3). For diploid populations, BI1 population had the highest rate of chromosomal asymmetry with the highest DRL (5.32 percent). Among the diploid populations, VE1 population and four populations of Ac. talagonica species had the highest rate of DRL, and the most asymmetric chromosomes. The percentage of overall chromosomes form ranged from 37.6 to 46.11, and the highest percentage of overall chromosome form belonged to populations TE4, TE1, and TA1; thus, they had a more symmetrical karyotype compared to the other populations. On the contrary, AL3, MI2, MI4, and WI4 had the lowest percentage of overall chromosome form; therefore, they had the most asymmetric karyotypes (Tables 2 and 3). The lowest intra-chromosomal asymmetry index belonged to populations TE4, TE1, and TA1; consequently, they had more symmetrical karyotypes than the other populations. Based on index A1, AL3 and Wl4 had the highest chromosomal asymmetry. Hence, it was found that the intra-species diversity was high for A1 and TF%, and the species were indistinguishable based on the parameters. For the inter-chromosomal asymmetry, the intra-species diversity was somewhat lower, and the species could be divided into three categories; the species of the first class included Ac.alppica and Ac.millefolium, whose populations had an inter-chromosomal index of less than 0.2 and symmetrical chromosomes based on the index. On the contrary, the populations of two species, Ac. talagonica and Ac.vermicularis, had an index A2 of over 0.2 and asymmetric chromosomes based on the index. However, the populations of other species had higher intra-species diversity compared to the above-mentioned four species populations and also had populations with low inter-chromosomal asymmetry and high inter-chromosomal asymmetry (Table 2).
In terms of the centromeric index (Table 3), populations TE4, MI1, TE1, VE3, and TA1 had a centromeric index between 0.42 and 0.46 and they had symmetrical chromosomes based on the index. Meanwhile, populations AL3, BI3, MI2, MI4, WI2, and WI4 with a centromeric index of 0.38 had the most asymmetric chromosomes based on the index. The lowest ratio of long to short arm belonged to TE4, TE1, and TA1 populations with average values of 1.19, 1.37, and 1.4, respectively, and had symmetrical chromosomes based on the index. On the contrary, the highest value for the index with long to short arm ratio between 1.6 and 1.6 belonged to populations AL3, BI3, MI2, MI4, WI4, TE3, and WI2, and thus, they had asymmetric chromosomes. The highest average total chromosome length belonged to population AL3 with an average of 4.15 microns, and other populations had an average total chromosome length between 2.55 and 3.64, among which populations TA2, TE1, TA4, TE4, BI2, VE2, MI1, VE1, BI4, and BI1 had an average total chromosome length of less than 3 microns. The other populations had an average total chromosome length between 3 and 3.64 microns. Therefore, it was found that intra-species diversity was high for AR, CI, and TL indices (Table 3). Based on the parameters, the species were indistinguishable. The range of the total chromosome length varied widely from a minimum range of 1.59 microns in the population BI2 to a maximum of 9.85 microns in the population VE1; hence, the longest chromosome was 6.19 times higher than the shortest chromosome.
Environmental data analysis
Figure 4a depicts the results of the principal component analysis (PCA) on 18 environmental variables. The analysis results revealed that 54.4% of the total variance could be explained by the first two components, among which 28.6% of the first component and 25.2% of the second component are explained (Fig. 4b). In the first zone for the coordinates of components, SP, Silt, and Clay variables indicated the highest impact (the variables such as soil carbon and potassium were in the second degree of importance. In the second zone, there were two variables, namely soil phosphorus and regional altitude, among which the altitude was much more involved. In the third zone, two variables, namely the regional slope and the soil sand amount, were more involved in explaining the variance. Finally, the parameters such as the average temperature, minimum temperature, maximum temperature, perception, soil pH, and soil nitrogen levels were put in the fourth zone. Furthermore, meteorological variables are often located in this zone. It should be noted that the components, namely average temperature, minimum temperature, and precipitation rate have greater effects than the other parameters.
Figure 4c represents the involvement of variables on the first component (28.6%). As shown in the figure, variables such as Tmin, perception, and soil sand level had the greatest effect on the variance of the first component. Figure 4d shows the involvement of variables on the second component. SP, soil clay amount, sand amount, carbon, potassium, soil pH, and light intensity variables had the greatest impact on the variance of the second component. As mentioned earlier, these variables are often in the first coordinate region. Figure 4c, d illustrates that the variables such as SP, Tmin, Temp, alts, and amounts of sand, clay, and silt, nitrogen, Tmax, and amount of precipitation play roles in explaining the variance of the first and second components. Furthermore, the variables had the highest environmental impact on the distribution of the species.
Figure 4e shows the distribution of seven species with 4 replications in the zone. It explains 28.6% in the first dimension, 25.8% in the second dimension, and 54% of the total variance. In the first zone, there were three replications of species MI2, MI3, and MI4 (blue dotted line), and species TE2, Wl2, and VE4. There was Millifolume species in this zone. In the second zone, there were species VE (1, 2, 3), WI (1, 4), and MI1. In other words, these three species had a more prominent presence in this zone. The size of each point perfectly indicated the degree of species participation in explaining the total variance of the components. The more the color inclined to red and the larger the size of each dot was, the greater its participation in the data variance would be. In the third zone, there were species TE (1, 2, 3, 4), AL (2, 3), TA3, and WI3. There were also species BI (1, 2, 3, 4), AL (1, 4), and TA1 in the fourth zone. In other words, the presence of two species, BI and AL, was more prominent in this zone.
Results of analysis of cytogenetic variables
Figure 5a depicts the results of PCA for cytogenetic variables of different species. A total of 11 variables were studied. According to the figure, the first two components explained 74.8% of the total variance (Figure 5b). The components highlighted in red had a very high contribution to the variance explanation, and as the color intensity tends to be turquoise, the variable contribution to the variance explanation decreased.
In the first zone, there were SA, VRC, TL, and LA variables with almost equal weights probably due to the alignment of these variables with each other. These variables essentially had the same nature. In the second zone, there were A2, DRL, %TF, and CI variables among which %TF had a higher contribution rate compared to A2 and DRL. There were A1, AR, and X variables in the fourth zone.
Figure 5c shows the degrees of participation of cytogenetic variables in the first component. In total, LA, A1, CI, AR, TF%, TL, and VRC variables had the highest contribution to the explanation of the first component. In Figure 5d, SA, VRC, X, and TL variables had a contribution to the explanation of the second component.
Figure 5e represents the PCA results of different species. The first component explained 47.1% and the second component explained 27.7% of the total variance. In the first zone, there were AL (1, 2, 3, 4), VE4, WI (1, 3), and BI3 species whose size and color represent their contribution to variance. There were TA3, TA1, VE3, and TE4 in the second zone, and also TE (1, 2), BI2, MI3 VE (1, 2), and TA (2, 4) species in the third zone. Eventually, there were BI (1, 4), MI (1, 2, 4), and WI (2, 4) in the fourth zone. Three groups, AL, MI, and WI were separated from the other species in the analysis, and the cytogenetic variables could not separate other species from each other.
Results of morphological traits
Figure 6a illustrates the results of PCA on the morphological variables of different species in the first year of the study. The data analysis indicated that the first component explained 36.4%, the second component 18.6%, and a total of 55% of the whole variance is explained (Figure 6b). The flowering time, SD, BD, PHT, LTLinfl, and x variables were in the first zone. There were two variables, StkinFlo and NLeaf in the second zone. Finally, there were two variables, seed yield, and essential oil yield of the species in the fourth zone.
Figure 6c shows the degree of contribution of the variables in the explanation of the first component. Five variables, BD, SD, PHT, LTLinfl, and NLeaf had the largest contribution to the explanation of the variance of the first component. In Figure 6d, four variables, namely stkinflo, LinFlo, Yld, and Nleaf had the largest contribution to the explanation of the variance of the second component. Figure 6e demonstrates the results of the species based on morphological data in the first year. Species TE (1, 2, 3, 4) was in the first zone and was well separated from the other species. In the second zone, two species, VE (1, 2, 3, 4) and AL (1, 2, 3, 4) were completely different from each other and the other species. In the third zone, there were other two species, WI and TA; nevertheless, the dispersion rate of WI was higher than that of species BI. Finally, there were two species, MI and BI, in the fourth zone. As could be seen, the morphological data could clearly distinguish all the species from each other.
Figure 7a demonstrates the PCA of the morphological data of different species in the second year of the study. The first component explained about 35.7% of the variance, and the second component explained 18.1% and a total of 853.8% of the variance. In the first group, there were PHT, BD, SD, and SDLTLinfl variables. In the second group, there were three variables, stkFlo, Linf, and Nleaf; in the third group, there were variables, namely ploidy level, flowering time, seed yield, and essential oil.
Figure 7c represents the contribution of variables in the first component. Based on this figure, the variables such as Nleaf, SD, PHT, LTLinflo, and BD had the highest contribution to the explanation of the first component variance. Figure 7d depicts the level of contribution of variables to the second component of the PCA on the morphological traits in the second year. Variables such as stkFlo, Yld, Nleaf, and Linfl had the greatest impact on the second component.
Figure 7e shows the results of the PCA on different species based on the morphology of the second year. No specific trends were observed in the first zone. In the second zone, two species, AL and VE, were clearly distinguished from other species and each other. The third zone included two species, WI and TA, which were completely on the left bottom corner of the diagram. Ultimately, there were three species in the fourth zone. MI species was almost in the zone close to the axis, and other species were away from it, on the right top of the graph. These species included BI and TE.