The analysis of variance (Table 2) showed highly significant differences among the genotypes for the pooled analysis with respect to all the characters under studied indicated high genetic variability and is an indication of the fact that in spite of highly interactive with environments, the genotypic differences among the genotypes was highly significant across the environments.
Genetic diversity
For a successful breeding programme, the diversity of parents is of utmost importance, since the crosses made between the parents with maximum genetic divergence are more likely to yield desirable recombinants in the progenies. However, it is desirable to select suitable genetically divergent parents based on information about the genetic variability and genetic diversity present in the available germplasm.
The Mahalonobis D
2 values have grouped the 25 genotypes of black gram to six distinct clusters on the basis of clustering by K method and four clusters as per Tocher’s method shown in Table 3 and Fig 1. The estimates of average intra- and inter-cluster distances for six clusters (Table 4) revealed that the genotypes present within a cluster have good genetic divergence from each other with respect to aggregate effect of eight characters under study, while greater genetic diversity was observed between the genotypes belonging to different clusters.
The maximum inter cluster distance was between cluster II and IV (160.19) followed by cluster V and VI (152.47) suggesting that the crosses involving varieties from these two clusters would give desirable recombination. While the minimum inter cluster distance of 49.98 was recorded between cluster IV and V indicating that genotypes of these clusters had maximum number of gene complexes and genotypes of these clusters were genetically close. Such genotypes can also be used in breeding programmes for developing biparental crosses between the most diverse and closest groups to break the undesirable linkages between yield and its associated traits
(Haddad et al., 2004).
High or optimum genetic divergence is desired between the parents for hybridization since the chances of obtaining good segregants by crossing the little diverse genotypes belonging same cluster is very low. In order to increase the possibility of isolating good segregants in the segregating generations it would be logical to attempt crosses between the diverse genotypes belonging to clusters separated by large inter-cluster distances.
Genotypes in cluster II and IV are highly divergent followed by those in cluster V and VI and cluster IV and VI. Hybridization programme involving parents from these clusters is expected to give higher frequency of better segregates or desirable combinations for development of useful genetic stocks or varieties.
Cluster V recorded lowest mean value for days to 50% flowering (42.75) and Cluster III recorded highest days to 50% flowering (59.50). Cluster III recorded the lowest days to maturity (70.50) followed by Cluster II (70.65) and Cluster V (74.43). Cluster II showed the highest seed yield/plant (7.38g) followed by Cluster IV (7.10g) and VI (6.68g). Maximum number of seeds/pod was exhibited by cluster VI (10.48) and minimum by Cluster IV (5.78). Cluster IV exhibited highest plant height (88.08cm) followed by Cluster V (85.57) and Cluster III. Similarly maximum number of primary branches were exhibited by Cluster III and followed by Cluster VI. Cluster II (5.25) exhibited the highest pod length followed by Cluster V (Table 5).
Cluster I recorded more number of primary branches (4.83), Cluster VII recorded highest mean value for days to maturity, Cluster VI highest test weight (45.60) and highest seed yield by cluster II (7.38) (Table 6). Genotypes of Clusters II and III can be utilized for development of early maturing varieties while those of clusters IV and VI in the development of medium duration varieties. Highest mean number seeds/pod in genotypes of Cluster VI may be utilized directly for adaptation and parents for the development of high yielding varieties. Lowest mean height of genotypes of cluster II can be utilized for the development of dwarf and bushy varieties of urdbean.
D
2 statistic indicates the characters contributing to divergence (Table 6). Maximum contribution towards genetic divergence is exhibited by plant height (40.33), followed by grain yield/plant (15.33g) and days to 50% flowering (15.00%). These three characters together recorded for more than 70% of the total divergence in the twenty five genotypes studied.
Principal component analysis
The eigen values (variances), per cent variability, cumulative per cent variability and component loading of the different characters are given in Table 6. The PCA analysis gives the information about the clusters of traits explaining the maximum variability in the genotypes under rainfed conditions. The canonical variate analysis revealed that in the both vectors (Vector I and Vector II) days to 50% flowering (0.39 and 0.46), number of primary branches/plant (0.43 and 0.37), seeds /pod (0.05 and 0.04) and days to maturity (0.39 and 0.12) were positive. Such results indicated that these characters contributed maximum towards divergence of the genotypes. In vector I, II III and IV days to maturity played significant roles. In vector III, plant height and in vector IV, days to 50% flowering, pod length, seeds/pod, 1000 seed weight and seed yield/plant were positive which indicated that these characters also played significant roles.
Selection indices
On the basis of selection indices scores genotypes are arranged in the order of merit and then the top 05 or 10% of total used genotypes may be selected for further breeding programmes. The genotype Uttara (262.31) gained maximum selection indices score (Table 6) followed by genotypes NP 16(255.37), PU99 (251.90), UH86-4(251.09) and No.13/11(246.86) and these genotypes shall be utilized in future breeding programme.
Mean performance
On the basis of pooled mean data of both the years
i.e. during
kharif 2016 and 2017, variety No. 13/11 gave maximum yield/plant (9.58) which is 25% higher in yield than the standard check Uttara (7.38) under varying agro climates during the period of study. During
kharif 2016 rainfall was less than the optimum in reproductive stage of crop but in
kharif 2017, rainfall was lesser during vegetative stage as compared to later years (Fig 2). However the varieties Pant 31 (7.10) and IPU 96-1(6.85) were at par in seed yield/plant as compared to check but these varieties were younger than Uttara and less prone to diseases and should be replaced with Uttara under rainfed conditions (Table 7) for increasing the productivity of urdbean.
Impact of weather
From the Fig 1, it is observed that in
Kharif 2016 rainfall was less during vegetative stage (series 1)
i.e. from leaf formation to prior anthesis and there was more rainfall during reproductive stage (series 2)
i.e. from anthesis to maturity of seeds than the optimum rainfall (60-75cm) for good seed yield which causes the flowers dropping and very meager amount of fertilization was taken place which ultimately results in low yield of the all varieties under rainfed conditions. In
kharif 2017, rainfall is comparatively higher both in vegetative (series 1) and reproductive stages (series 2) as compared to
kharif 2016. But under rainfed conditions, on pooled mean bases in both the years some of the varieties were possessed good seed yield by different varieties namely No
. 13/11(9.58 gms/pl), Pant 31(7.38 gms/pl), Uttara (7.10gms/pl) and PU 19(6.48gms /pl). These varieties therefore are recommended to grow under rainfed conditions for good seed yield.