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1.
该研究以马尾松三个不同改良水平的良种生产群体子代为材料,用天然群体作为对照,采用16对SSR引物对试验群体进行遗传多样性分析,并探究遗传改良对马尾松林分遗传多样性的影响。结果表明:马尾松天然群体、母树林子代、1代种子园子代及1.5代种子园子代的Shannon多样性指数(I)分别为0.53、0.53、0.53、0.46;观测杂合度(Ho)分别为0.36、0.36、0.39、0.35;期望杂合度(He)分别为0.32、0.32、0.33、0.27。在这三项主要遗传多样性指标上,马尾松母树林、1代种子园及1.5代种子园的子代之间无显著差异。由此说明,在广西马尾松的遗传改良进程中,遗传多样性并未因改良选择而受到明显的影响。良种人工林与天然林相比较,马尾松良种人工林在三项主要指标上无明显下降,说明广西三类主要的良种群体都具有较好的群体缓冲能力和个体缓冲能力。该研究结果对于科学制定马尾松育种策略具有重要意义,为马尾松高世代育种研究提供了重要的理论依据。  相似文献   

2.
Concerns over the reductionist nature of the domestication of forest-tree species focus on the possibility of potential genetic erosion during this process. To address these concerns, genetic diversity assessments in a breeding zone the Province of British Columbia “interior” spruce (Picea glauca×engelmanni) program was conducted using allozyme markers. Genetic-variation comparisons were made between natural and production (seed orchard) populations as well as seed and seedling crops produced from the same breeding zone’s seed orchard. The natural population sample consisted of a total of 360 trees representing three stands within each of three watersheds present in the Shuswap-Adams low-elevation zone of interior British Columbia. Small amounts of genetic differentiation were observed among the nine natural populations (4%) and this was attributable to extensive gene flow Consequently, the sum of these nine populations was considered as a baseline for the genetic variation present in the breeding zone. The comparisons between the seed orchard and the breeding zone produced a similar percentage of polymorphic loci while the expected hetrozygosity (0.207 vs 0.210) and the average number of alleles per locus (2.7 vs 2.4) were slightly lower in the seed orchard. A total of seven natural populations’ rare alleles were not present in the orchard population, while one allele was unique to the orchard. The %P increased to 70.6% in the seedlot, but dropped to the natural populations level (64.7%) in the plantation. The observed increase in %P was a result of pollen contamination in the orchard. It is suspected that the reduction in the plantation was caused by an unintentional selection in the nursery. Simulated roguing in the orchard did not drastically reduce even if up to 50% of the orchard’s clones were rogued. However, roguing was associated with a reduction in the average number of alleles per locus (i.e., sampling effect). Received: 2 January 1996 / Accepted: 24 May 1996  相似文献   

3.
Impact of selection and breeding on the genetic diversity in Douglas-fir   总被引:3,自引:0,他引:3  
Genetic changes following domestication of Douglas-fir were studied using isozyme data derived from two generations of seed orchards and their 49 wild progenitor populations. In addition, the breeding, production, and infusion populations used in the seed orchards were compared to their wild counterparts. Several parameters of gene diversity were measured (number of alleles per locus N a, per cent of polymorphic loci PLP, and expected heterozygosity H, and population divergence D). These measures were similar or higher in the domesticated populations compared to their natural progenitors, indicating that early selection and breeding of a highly polymorphic species does not significantly reduce genetic variation. The two generations of seed orchards also did not differ, indicating that genetic variation may remain stable over future generations of forest plantations. Interestingly, compared to the natural populations, heterozygosity was higher in the seed orchards, probably due to pooling of widely distributed natural populations; however, rare localized or private alleles seemed to be less frequent in the domesticated populations. Differentiation values were not significant between the first generation orchards and the natural populations, but significant differences were observed between the second generation orchards and the wild progenitor populations, probably due to the interbreeding that forms the advanced generation seed orchards.  相似文献   

4.
Genetic diversity and population genetic structure of Shorea leprosula was investigated using seven natural populations distributed throughout Peninsular Malaysia and one natural population from Borneo. The mean population and species level genetic diversity were exceptionally high (He= 0.369 ± 0.025 and 0.406 ± 0.070, respectively). Heterozygosity varied among populations, ranging from 0.326 to 0.400, with the highest values found in the populations from central Peninsular Malaysia. Correlations among ecological factors (longitude, latitude, and annual rainfall) were not significant (P > 0.05), indicating that these ecological variables were not responsible for the observed genetic differences among populations. The Bangi adult population exhibited a higher level of observed heterozygosity but lower fixation indices in comparison to its seedling population. All other seedling populations also showed positive fixation indices (f), indicating a general excess of homozygotes. This also may suggest selection against homozygotes between the seedling and adult stages. A low level of population differentiation was detected (GST= 0.117 with the Lambir population and GST= 0.085 without the Lambir population). Furthermore, gene flow (Nm) between populations was not significantly correlated with geographical distances for the populations within Peninsular Malaysia. Cluster analysis also did not reflect geographical proximity and gave little insight into the genetic relatedness of the populations. This may indicate that the populations sampled are part of a continuous population with fragmentation having occurred in the recent past.  相似文献   

5.

Melia dubia, a fast-growing tree species with multi-various uses, is suitable species for agro and farm forestry. In an extensive survey in eight districts of Karnataka, India, it was observed that the majority of M. dubia natural populations are fragmented and tree number is very less. Sixty trees were selected to assess the genetic variability using SSR markers. Analysis revealed a moderate level of genetic diversity (Ho?=?0.47; He?=?0.69) and inbreeding as evinced by overall positive fixation index of 0.30. Mean Fst observed was 0.16 indicating moderate genetic differentiation among populations. The analysis of molecular variance ascribed 99% of total genetic diversity to within population variation. Cluster analysis by unweighted pair group method and genetic differentiation through structure analysis did not differentiate 10 populations as per geographic location, showing that moderate genetic diversity was not due to geographic distance. As genetic diversity was more within population, selection of individual plants would be more effective for genetic improvement to capture the natural variation within the population. An understanding of genetic diversity and differentiation of M. dubia natural populations will help in exploiting the genetic resource for tree improvement and also in formulating management and conservation strategies for this species.

  相似文献   

6.
The ultimate goal of ecological restoration is to create a self-sustaining ecosystem that is resilient to perturbation without further assistance. Genetic variation is a prerequisite for evolutionary response to environmental changes. However, few studies have evaluated the genetic structure of restored populations of dominant plants. In this study, we compared genetic variation of the restored populations with the natural ones in Cyclobalanopsis myrsinaefolia, a dominant species of evergreen broadleaved forest. Using eight polymorphic microsatellite loci, we analyzed samples collected from restored populations and the donor population as well as two other natural populations. We compared the genetic diversity of restored and natural populations. Differences in genetic composition were evaluated using measurements of genetic differentiation and assignment tests. The mean number of alleles per locus was 4.65. Three parameters (A, A R, and expected heterozygosity) of genetic variation were found to be lower, but not significantly, in the restored populations than they were in the natural populations, indicating a founder effect during the restoration. Significant but low F ST (0.061) was observed over all loci, indicating high gene flow among populations, as expected from its wind-pollination. Differentiation between the two restored populations was smallest. However, differences between the donor population and the restored populations were higher than those between other natural populations and the restored populations. Only 13.5% and 25.7% individuals in the two restored populations were assigned to the donor population, but 54.1 and 40% were assigned to another natural population. The genetic variation of the donor population was lowest, and geographic distances from the restoration sites to the donor site were much higher than the other natural populations, indicating that the present donor likely was not the best donor for these ecological restoration efforts. However, no deleterious consequences might be observed in restored populations due to high observed heterozygosity and high gene flow. This study demonstrates that during the restoration process, genetic structures of the restored populations may be biased from the donor population. The results also highlight population genetic knowledge, especially of gene flow-limited species, in ecological restoration.  相似文献   

7.
Carpinus oblongifolia is an endemic species and the extant wild populations show a fragmentation distribution in the Baohua Mountain of Jiangsu Province in eastern China. Understanding of genetic diversity plays an important role in C. oblongifolia survival and sustainable development. The wild C. oblongifolia population was artificially divided into four subpopulations according to the microhabitats, and another two subpopulations were constructed by progeny seedlings cultivated with the mature seeds. Then, the leaf buds of 80 individuals from six subpopulations were sampled to develop single nucleotide polymorphisms (SNPs) using specific-locus amplified fragment sequencing (SLAF-seq). Based on these SNPs, we aimed to characterize the genetic diversity and population structure of C. oblongifolia and provide an illumination and reference for effective management of such a small endemic population. The level of genetic diversity was low at the species level, and the progeny subpopulations had a relatively higher genetic diversity than the wild subpopulations. This may be attributed to a high gene flow and an excess heterozygosity to reduce the threat of genetic drift-based hazards. Moreover, the progeny subpopulations had the ability to form new clusters and a great contribution to the genetic structure variation of C. oblongifolia. These results will assist with the development of conservation and management strategies, such as properly evacuating competitive trees to provide more chance for pollen and seed flow in situ conservation, and establishing sufficient seedling plantlets under laboratory conditions for reintroduction to enlarge the effective population size.  相似文献   

8.
以华北落叶松控制授粉群体的全部子代为材料,母本相同的个体视为同一家系,利用18对SSR分子标记对7个家系257个个体进行扩增,分析其遗传多样性及其遗传分化水平。结果表明:(1)18个SSR位点共检测到72个等位基因,平均等位基因数4个,有效等位基因数(Ne)为1.247~3.411。(2)7个家系的平均有效等位基因数为2.135个,观测杂合度(Ho)为0.518,期望杂合度(He)为0.502,Shannon信息指数0.846,其中55号家系遗传多样性水平最高,56号的遗传多样性水平最低。(3)遗传分化系数(GST)为0.113,各家系群体处于中等遗传分化水平,AMOVA分析结果显示82%的遗传变异存在于家系内,18%的遗传变异存在于家系间。(4)聚类分析结果表明,55号与59号家系的遗传距离最近,具有较近的亲缘关系,49号家系与其他家系的遗传距离最远。(5)结合遗传多样性及遗传分化水平结果,估算获得选择核心家系数及核心个体数,选择5个家系均可获得96%以上的遗传多样性,对于个体数较少的家系,选择15~20个个体;对于个体数较多的家系,选择35个个体,即可获得96%以上的遗传多样性。该研究结果对华北落叶松种子园育种群体的选择及其遗传多样性的保护具有重要意义。  相似文献   

9.
郑勇奇 《生态学报》2001,21(3):344-352
对古巴加勒比松的6个群体(包括天然林、采伐林、母树林和种子园)进行了同功酶分析,根据5个酶系统8个位点的同功酶数据,对各群 交配系统以及群体遗传变异和结构进行了分析,天然林、种子园和母树林的多位点异交率和绝大多数单位点异交率都和完全异交无显著差异,过渡采伐的松树岛群体多位点异交率显著小于完全异交,而只有一半单位点异交率显著小于完全异交,而且该群体单位点平均异交率和多位点异交率均低于其它3个群体的估计值。采伐群体中同功酶变异和基因多样性与天然林群体JAG的相似,但低于其它群体,其近交系数较大,但小于天然林MAN和中国栽培群体的近交系数。中国引种栽培群体无论是同功酶变异还是基因多样性都显著高于古巴群体,与所有古巴群体的遗传距离都显著大于古巴群体之间的遗传距离。结果表明过度采伐导致群体自交程度增加,营建种子园可有效减少近交。自然分布区以外的引种栽培群体遗传变化量大,无论遗传变异和基因多样性都比参试其它群体大。  相似文献   

10.
Fragmentation and reduction in population size are expected to reduce genetic diversity. However, examples from natural populations of forest trees are scarce. The range of Chihuahua spruce retreated northward and fragmented coincident with the warming climate that marked the early Holocene. The isolated populations vary from 15 to 2441 trees, which provided an opportunity to test whether census number is a good predictor of genetic diversity. Mean expected heterozygosity, He, based on 24 loci in 16 enzyme systems, was 0.093 for 10 sampled populations, which is within the range reported for conifers. However, estimates varied more than twofold among populations and He was closely related to the logarithm of the number of mature trees in the population (rHe,N = 0.93). Diversity among populations, FST, was 24.8% of the total diversity, which is higher than that observed in almost all conifer species studied. Nei's genetic distance, D, was not related to geographic distance between populations, and D? was 0.033, which is higher than estimates for most wide-ranging species. Most populations had excess homozygosity and the fixation index, FIS, was higher than that reported for all but one species of conifer. Nm, the number of migrants per generation, was 0.43 to 0.76, depending on estimation procedure, and is the smallest observed in conifers. The data suggest that populations of Chihuahua spruce have differentiated by drift and that they are effectively isolated. The results illustrate how a combination of paleontological observation and molecular markers can be used to illuminate recent evolutionary events. Multilocus estimates of outcrossing for two small populations were zero (complete selfing) and 0.153, respectively, which are in striking contrast to the near complete outcrossing observed in most conifers. The high fixation index and a high proportion of empty seeds (45%) suggest that inbreeding may be a serious problem for conservation of Chihuahua spruce.  相似文献   

11.
 Isozyme analysis of seed samples derived from natural and managed populations of the tropical pine Pinus caribaea vars ‘bahamensis’ and ‘caribaea’ was used to assess population genetic structure in its native range and to detect changes occurring during early domestication of the species. Baseline data from natural populations of the two varieties showed that populations sampled as seed are characterized by high gene diversity (mean He=0.26) and a low level of inbreeding ( mean Fis=0.15). A UPGMA tree of genetic relatedness among populations indicates that the two varieties represent distinct evolutionary units. Within each variety there is significant differentiation among populations, and this is greater for the more fragmented populations of var ‘bahamensis’ (Fst=0.08) than for var ‘caribaea’ (Fst=0.02). Seed from a seed orchard population of var ‘caribaea’ established within its natural range showed no change in genetic diversity but did show a reduced inbreeding coefficient (Fis=0.09) compared with its progenitor populations, suggesting a decrease in selfing and/or biparental inbreeding. A bulked seed sample from an exotic plantation of var ‘bahamensis’ in Australia displayed a large increase in the inbreeding coefficient (Fis=0.324) compared with that found in natural populations, possibly due to elevated self-fertilization. Finally, a bulked seed sample from an exotic plantation population of var ‘caribaea’ from China showed enhanced genetic diversity, an increase in the inbreeding coefficient and more linkage disequilibrium than its presumed progenitor populations. It was also genetically divergent from them. RFLP analysis of chloroplast DNA variation in the Chinese sample suggested that seeds of the related taxa P. elliottii and P. taeda, or seeds derived from hybridization with these taxa growing in the seed production area, had been included in the seed crop during harvesting. We conclude that monitoring of appropriate genetic markers may be an effective means of identifying potentially deleterious genetic changes occurring during forest tree domestication. Received: 10 August 1998 / Accepted: 8 September 1998  相似文献   

12.
We compared genetic diversity estimated from allozymes and from random amplified polymorphic DNA (RAPDs) in a sample of 210 Great Basin bristlecone pines (Pinus longaeva Bailey) from three groves in the White Mountains, California, USA. The White Mountains are the most westerly extension of bristlecone pine and home to the oldest known living trees. We assayed two forks of each tree to determine whether they originated from multiple seed caches of the Clark's nutcracker. Despite the limited and fragmented distribution of bristlecone pine, its level of genetic diversity was comparable to that of other pines, but lower than that reported for eastern populations of Great Basin bristlecone pine. Twenty-six of 36 allozymes were polymorphic (p(95) = 38.9%; p = 63.0%), with observed heterozygosity (H(o)) of 0.122 and expected heterozygosity (H(e)) of 0.134. The proportion of the total variation among populations (G(ST)) was only 0.011. The high proportion of trees with multiple stems was not due to germination in seed caches; only six of 210 forked trees had multiple allozyme genotypes. Of the 42 RAPD loci scored, 27 were monomorphic. Genetic diversity for RAPDs was nearly the same as that for allozymes (p(95) = 34.1%, H(e) = 0.130). However, the estimates of diversity and differentiation were much higher (H(e) = 0.321, G(ST) = 0.039) after excluding monomorphic loci.  相似文献   

13.
大明松是广西和贵州特有的高山松类,具有很高的经济价值和生态价值,其自然种群长期没有得到充分的保护和利用,不利于该树种长期稳定发展。为了合理保护和开发利用大明松天然遗传资源,该文利用12个SSR分子标记对大明松3个天然群体进行遗传多样性研究,分析其群体间的遗传分化和基因流,为该物种的保护策略提供参考。研究结果表明:(1)12对引物共检测到37 个等位基因,多态位点百分率为100%。每个位点平均观察等位基因数(Na)为3.08,平均有效等位基因数(Ne)为1.68, 不同位点间有效等位基因数差异较大; 每个位点平均观察杂合度(Ho)为0.35,平均期望杂合度(He)为0.40,平均多态信息含量(PIC)为0.31。(2)3 个群体的Shannon''s多样性指数变化范围为0.48~0.65,Nei''s基因多样度的变化范围为0.27~0.39,与其他近缘种松类相比遗传多样性偏低。群体平均观察杂合度为0.40,平均期望杂合度为0.33,平均有效等位基因数为1.58。群体间基因分化系数(Gst)为0.10,群体间的遗传分化水平较低,大部分变异均存在群体内。群体间的基因流(Nm)为2.74,说明大明松群体间的基因交流比较充分。该研究可为大明松生物多样性保护提供重要参考依据,为科学利用大明松资源打下基础。  相似文献   

14.
The razor clam (Sinonovacula constricta) is an important aquacultured bivalve in China. The natural populations of this species are decreasing quickly. To facilitate studies on genetic diversity and population structure of wild populations, microsatellites were isolated from a CA enriched genomic library. Eight microsatellite loci were polymorphic in 30 individuals from Chongming in Shanghai, China. The number of alleles per polymorphic locus varied from 6 to 13 and the values of observed heterozygosity and expected heterozygosity ranged from 0.350 to 1.000 and from 0.602 to 0.902, respectively. These microsatellites are being used in studying population differentiation and genetic diversity for effective conservation and management genetic resources of S. constricta.  相似文献   

15.
In order to determine the implications of including planted populations in conservation planning, we investigate the structure and genetic diversity, mating system, and effective population size within families in three planted and one natural Araucaria angustifolia populations. The study area is a Brazilian National Forest in southern Brazil, established in the 1950s. Genetic analysis was investigated using nine allozyme loci. Significant and positive fixation index was detected for the adults of all studied populations. Although we observed lower levels of genetic diversity and biparental inbreeding in some populations, their pattern of mating, similar to that expected in panmixia, indicates that all populations can be used in conservation planning. Furthermore, the presence of unique alleles and the significant genetic differentiation among all adult populations (F ST = 0.404) reinforces that all populations are important conservation resources. The average paternity correlation was high in almost all populations, showing that open-pollinated families are composed of mixtures of half- and full-sibs. With regards to conservation strategies, our results suggest that seed collection from at least 133 seed trees is necessary to retain a reference effective population size of 500. Our results confirm that the planted Araucaria forests in southern Brazil can be useful as a genetic resource for conservation, breeding and reforestation strategies for this threatened species.  相似文献   

16.
薄叶金花茶、小花金花茶和小瓣金花茶是三种濒危金花茶植物,为了解珍稀濒危植物遗传多样性和遗传结构,该研究利用微卫星标记对他们的7个种群共184个个体进行了遗传多样性和遗传结构分析。结果表明:11个位点共检测到等位基因92个。在物种水平上,小瓣金花茶平均等位基因数(N_A)为3.9、有效等位基因数(N_E)为2.328、观测杂合度(H_o)为0.520、期望杂合度(H_e)为0.501,高于薄叶金花茶和小花金花茶。在种群水平上,有效等位基因数(N_E)在1.788~2.466之间,期望杂合度(H_e)在0.379~0.543之间;种群间遗传分化系数(FST)在0.143 7~0.453 3之间,种群间基因流(N_m)在0.301 5~1.488 9之间。AMOVA分子变异分析显示65.72%的变异存在于种群内。三种金花茶具有较低水平的遗传多样性和高水平的种群间遗传分化。STRUCTURE和PCoA种群遗传结构分析结果将取样种群分为2组,即薄叶金花茶和小花金花茶大部分个体分为一组,小瓣金花茶大部分个体分为一组。现存所有种群应根据实际情况尽快采取就地保护或迁地保护措施。  相似文献   

17.
细叶云南松天然种源林遗传多样性的SSR分析   总被引:2,自引:0,他引:2  
利用12对SSR引物对三个不同种源的细叶云南松群体遗传多样性进行研究。结果表明:共检测到13个位点37个等位基因,每个位点平均观察等位基因数(A)为2.85,多态率为100%;平均有效等位基因数(Ne)1.45。各群体内的有效等位基因数平均为1.447,观察杂合度平均为0.341,期望杂合度平均为0.281。三个群体的Nei’s基因多样度指标的变化范围为0.256~0.297,Shannon多样性指数变化范围为0.448~0.484,各群体间的多态性水平差异不大。细叶云南松群体间的基因分化系数(Gst)为0.089,群体间的遗传分化水平较低,大部分变异均存在群体内。细叶云南松群体间的基因流(Nm)在不同位点的变化范围从4.693~122.189,平均为11.17。说明细叶云南松群体间存在比较充分的基因交流。  相似文献   

18.
Hymenaea stigonocarpa is a neotropical tree that is economically important due to its high‐quality wood; however, because it has been exploited extensively, it is currently considered threatened. Microsatellite loci were used to investigate the pollen and seed dispersal, mating patterns, spatial genetic structure (SGS), genetic diversity, and inbreeding depression in H. stigonocarpa adults, juveniles, and open‐pollinated seeds, which were sampled from isolated trees in a pasture and trees within a forest fragment in the Brazilian savannah. We found that the species presented a mixed mating system, with population and individual variations in the outcrossing rate (0.53–1.0). The studied populations were not genetically isolated due to pollen and seed flow between the studied populations and between the populations and individuals located outside of the study area. Pollen and seed dispersal occurred over long distances (>8 km); however, the dispersal patterns were isolated by distance, with a high frequency of mating occurring between near‐neighbor trees and seeds dispersed near the parent trees. The correlated mating for individual seed trees was higher within than among fruits, indicating that fruits present a high proportion of full‐sibs. Genetic diversity and SGS were similar among the populations, but offspring showed evidence of inbreeding, mainly originating from mating among related trees, which suggests inbreeding depression between the seed and adult stages. Selfing resulted in a higher inbreeding depression than mating among relatives, as assessed through survival and height. As the populations are not genetically isolated, both are important targets for in situ conservation to maintain their genetic diversity; for ex situ conservation, seeds can be collected from at least 78 trees in both populations separated by at least 250 m.  相似文献   

19.
Historical population bottlenecks and natural selection have important effects on the current genetic diversity and structure of long‐lived trees. Dracaena cambodiana is an endangered, long‐lived tree endemic to Hainan Island, China. Our field investigations showed that only 10 populations remain on Hainan Island and that almost all have been seriously isolated and grow in distinct habitats. A considerable amount of genetic variation at the species level, but little variation at the population level, and a high level of genetic differentiation among the populations with limited gene flow in D. cambodiana were detected using inter‐simple sequence repeat (ISSR) and random amplified polymorphic DNA (RAPD) analyses. No significant correlation was found between genetic diversity and actual population size, as the genetic diversities were similar regardless of population size. The Mantel test revealed that there was no correlation between genetic and geographic distances among the 10 populations. The UPGMA, PCoA and Bayesian analyses showed that local adaptive divergence has occurred among the D. cambodiana populations, which was further supported by habitat‐private fragments. We suggest that the current genetic diversity and population differentiation of D. cambodiana resulted from historical population bottlenecks and natural selection followed by historical isolation. However, the lack of natural regeneration of D. cambodiana indicates that former local adaptations with low genetic diversity may have been genetically weak and are unable to adapt to the current ecological environments.  相似文献   

20.
A thorough and extensive wild germplasm exploration survey was undertaken and 32 high yielding candidate plus trees (CPTs) of Jatropha curcas from different locations from a latitudinal and longitudinal spread between 12°41′ and 22°′E longitude and 77° and 84°40′N latitude covering 11 locations in an area spread of 150,000 km2 was collected for evaluating genetic association, and variability in seed and growth characters. Significant trait differences were observed in all the seed characters viz., seed morphology and oil content as were observed in growth characters viz., plant height, and female to male flower ratio and seed yield in the progeny trial. Broad sense heritability was high in general and exceeded 80% for all the seed traits studied. Female to male flower ratio showed near to 100% heritability followed by yield (83.61) and plant height (87.73). The path analysis revealed that female to male flower ratio had highest positive direct relationship with seed yield (0.789), followed by number of branches (0.612) and number of days from fruiting to maturity (0.431). Negative indirect effects were seen in number of days from flowering to fruiting which indirectly and negatively influenced yield through plant height and number of branches. Hierarchical clustering by Ward’s minimum variance cluster analysis showed phylogeographic patterns of genetic diversity. K-means clustering revealed that trees from different geographic regions were grouped together in a cluster and as were trees from the same geographical area placed in different clusters suggesting that geographical diversity did not go hand in hand with genetic diversity. In addition clustering identified promising accession with favourable traits for future establishment of elite seedling seed orchard and clonal seed orchard for varietal and hybridization programmes. For Genetical statistics please contact Arun K. Shanker (e-mail: arunshank@gmail.com).  相似文献   

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