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Department of Botany and Zoology, The University of Hong Kong, Pokfulam Road, Hong Kong
Received for publication November 2, 1998. Accepted for publication February 12, 1999.
| ABSTRACT |
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Key Words: allozymes conservation genetics Goodyera procera Orchidaceae orchids pollination biology RAPD
| INTRODUCTION |
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In spite of its small size (1070 km2), Hong Kong has heterogeneous topography and diverse habitats, which support very high floral diversity. In the Orchidaceae, more than 120 species representing 64 genera have been recorded (Hu, 1977
; Barretto and Saye, 1980
). Based on herbarium records, many natural populations have been destroyed or restricted to small sizes due to habitat destruction and fragmentation caused by urban development. Several studies have pointed out the significance of habitat destruction and overexploitation in the endangerment of wild orchids from different parts of the world (Alphonso, 1975
; Borromeo, 1975
; Pradhan, 1975
; Rogaly, 1975
). Notwithstanding the threat of local to global extinction, genetic diversity of orchid taxa has scarcely been documented. Comparative population studies using both allozyme and RAPD methods are needed to collect information on the levels and patterns of genetic diversity of wild orchids, which is a first step to facilitate their conservation. Knowledge about genetic diversity is the baseline for conservation (Geburek, 1997
). Such knowledge is essential for formulating comprehensive conservation plans (Hamrick, 1983
; Falk and Holsinger, 1991
; Loescheke, Tomiuk, and Jain, 1994
). Genetic discoveries can often provide novel, conservation-relevant insights (Avise, 1995
). Several aspects of conservation biology, such as loss of genetic diversity in conservation programs and restoration of threatened populations, can only be addressed by detailed population genetic studies (Hamrick and Godt, 1995
).
In plants, breeding systems have a profound effect on the genetic composition of natural populations (Hamrick, 1982
). The floral structure of orchids is generally specialized in a manner that prevents spontaneous self-fertilization and facilitates insect-mediated outcrossing (Dressler, 1981
; Sheehan and Sheehan, 1984
; Arditti, 1992
). However, panmixia is rather rare under natural conditions. Nonrandom mating can result from insect-mediated autogamy, geitonogamous selfing, and biparental inbreeding.
In this study, we investigated the breeding system of Goodyera procera (Ker-Gawl.) Hook by pollination experiments and field observations and inferred outcrossing rates in 15 populations based on fixation indices. The levels and patterns of genetic variation in these populations were documented by allozyme electrophoresis and random amplified polymorphic DNA (RAPD) analysis. Based on this information, optimum sampling strategies for its genetic conservation are recommended.
| MATERIALS AND METHODS |
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15 cm tall or up to 40 cm with inflorescence. The species grows in the warmer parts of the world with geographical distribution ranging from China and India to many countries of Southeast Asia (Seidenfaden and Smitinand, 1959
Fifteen populations of G. procera were sampled in several field sites (site locations are shown in Fig. 1). Fresh samples of young leaves were placed in moist paper towels in a cool ice chest during field collections and stored at 4°C until allozyme electrophoresis or DNA extraction.
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DNA isolation and PCR amplification
The protocol of CTAB total DNA isolation (Doyle, 1991
) was used to isolate genomic DNA from fresh leaves. After quantification with a fluorometer (Hoefer), a DNA sample solution (20 ng/µL) was prepared. A 25-mL amplification reaction contained 10 mmol/L Tris, 50 mmol/L KCl, 2 mmol/L MgCl2, 0.1 mmol/L of each dNTPs, 0.4 µmol/L primer, 0.5 unit of Taq polymerase (Promega, Madison, Wisconsin) and 20 ng template DNA. PCR amplification was performed in a MJ Research PTC-100 thermal cycler for 45 cycles (1 min at 94°C, 1 min at 38°C, and 2 min at 72°C in each cycle). The amplification products were visualized by electrophoresis on 1.4% agarose gels followed by ethidium bromide staining.
Data analysis
Allozyme frequency data were analyzed by the computer program, POPGENE (Yeh et al., 1997
). Genetic parameters within populations, including the percentage of polymorphic loci (P), expected heterozygosity (He), and fixation index (F), were calculated. To estimate outcrossing rates for these populations, we used the fixation index F, with outcrossing rate t = (1 - F)/(1 + F). Nei's (1973)
total gene diversity (HT), coefficient of gene differentiation (GST), and Nei's (1972)
genetic identity (I) between populations were also computed at the species level. The coefficient of genetic differentiation among populations, GST, was used to estimate the level of gene flow, Nm (the number of migrants exchanged between local populations per generation), based on the relationship GST = 1/(4Nm + 1), where GST is Nei's (1973)
estimator of FST (Wright, 1951)
.
For RAPD analysis, bands were identified by an image analysis software for gel documentation (Molecular Analyst® /PC Version 1.2; Bio-Rad, Cambridge, Massachusetts). Smeared and weak bands were excluded. To estimate polymorphism parameters at both the population and species levels, the band presence/absence data matrix was analyzed within POPGENE (Yeh et al., 1997
) and adjusted for the fixation index (F), which was calculated based on allozyme data. An additional measure for partitioning genetic variation was obtained by the Shannon index (S) because it is relatively insensitive to the inability of RAPD in detecting heterozygous loci (Dawson et al., 1995
).
| RESULTS |
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Nei's genetic identities (I) between populations varied from 0.717 to 0.996 with an average of 0.909 ± 0.049. Based on the genetic identity matrix, a UPGMA dendrogram was constructed showing the relationships among these populations (Fig. 2). The total gene diversity (HT) in the species was estimated to be 0.151, of which 52% was distributed between populations (DST = 0.113 and GST = 0.523). The level of gene flow (Nm) was estimated to be 0.221 individual per generation between populations.
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| DISCUSSION |
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Tremblay (1992)
discussed the relationship between the specialization of the orchid flower with the number of pollinator species that visit the flower. Fewer pollinator species are expected to visit highly specialized species and vice versa. A wide range of pollinators would be expected to pollinate G. procera for it has an unspecialized floral structure. Bumble bee pollination has been reported for Goodyera species (Arditti, 1992
; Dressler, 1993
). Although we observed no pollinators during our daytime field collections of G. procera, the sparkling and shimmering appearance of the white flowers may attract pollinators at night. The differential fruiting success with inflorescence size may be related to the attractiveness of the spikes. The longer spikes with more flowers would be more attractive than the shorter ones. Murren and Ellison (1996) also found that fruit set is more frequent on multiflowered racemes than on racemes with fewer flowers.
There are practical difficulties in germinating orchid seeds for outcrossing rate estimation based on the progeny genotype arrays of families, as conventionally done in many studies of plant mating systems (e.g., Sun and Ritland, 1998
). Assuming the estimated fixation index in each population is entirely due to nonrandom mating, the level of outcrossing can be estimated based on the fixation index for each population (Sun and Corke, 1992
). Although this method may not be as accurate as the progeny-array approach, variation in the outcrossing estimates among populations of G. procera clearly indicated a strong environmental influence on the breeding system of the species. Differences in plant density, physical and genetical substructuring, and pollinator availability and behavior all result in variation in outcrossing rate among populations in many plant species (see review in Schemske and Lande, 1985
).
However, high inbreeding coefficients can also result from genetic drift in small populations even in the presence of random mating. Thus differences in population size may further contribute to the observed variation in t among populations of G. procera.
Genetic variation
At the allozyme level, relatively low genetic variation exists in G. procera, when compared with the average values for animal-pollinated outcrossing plant species (P = 50%, A = 1.99, H = 0.167; Hamrick and Godt, 1989
). Other outcrossing orchid species, such as Cypripedium calceolus (Case, 1994
), Orchis species (Scacchi, Angelis, and Lanzara, 1990
), and Spiranthes sinensis (Sun, 1996
) all showed high levels of genetic variation. Extensive genetic differentiation among populations of G. procera was detected (GST = 0.523), which is much higher than the reported average in outcrossing plant species (GST = 0.20; Hamrick and Godt, 1989
). Genetic identities between G. procera populations were also lower than the average reported for conspecific plant populations (I = 0.956; Gottlieb, 1981
). This level and pattern of genetic variation in G. procera are more comparable to predominantly selfing plant species than to those predominantly outcrossing species.
In comparison with allozyme diversity, higher levels of genetic variation were detected in G. procera at the RAPD level. However, the pattern of genetic diversity within and among populations was comparable between the two data sets. High estimates of GST based on RAPDs confirmed that natural gene flow between populations of G. procera was apparently limited, as indicated by allozyme data. Nei's genetic identity estimate based on RAPDs (I = 0.859 ± 0.038) also corroborates the allozyme estimate (0.909 ± 0.049), showing that a high level of population genetic divergence has occurred in the species. Our results are consistent with other comparative studies that reported that more variation was detected at RAPD loci than at allozyme loci, but the same pattern of population genetic structure was revealed by the two sets of data (e.g., Liu and Furnier, 1993
).
Due to the dominant nature of RAPD data, Hardy-Weinberg equilibrium is usually assumed for computing the allele frequencies at RAPD loci (e.g., Liu and Furnier, 1993
; Gasperi et al., 1995
; Waycott, 1995
). In the present study, the calculated RAPD allele frequencies were adjusted for fixation index, which was derived from allozyme data for the same populations, eliminating the need for making the assumption of Hardy-Weinberg equilibrium for each population. Comparing the gene diversity estimates adjusted for the departure from Hardy-Weinberg equilibrium with unadjusted estimates, only a slight decrease in gene diversity was observed in most populations after the adjustment. Our study appears to be the first to show that the assumption of Hardy-Weinberg equilibrium in the calculation of RAPD allele frequency does not significantly bias the gene diversity estimate even if significant inbreeding exists in a population.
A significant correlation between population size and genetic diversity has been documented by many researchers (e.g., Raijmann et al., 1994
; Godt, Johnson, and Hamrick, 1996
; Sun, 1996
). Populations of G. procera showed a wide range in size. However, no significant correlation was found between any parameters of genetic diversity (P, A, and H) and population size in the present study (data not shown). It has been reported that the species was once collected for use as aquarium plants (Barretto and Saye, 1980
). Some populations may have suffered a genetic bottleneck and recovered in subsequent generations, so that the existing variability and structure of populations could not be explained based on their present-day sizes.
Another major factor responsible for low genetic variation within most populations of G. procera could be inbreeding. Numerous flowers on a single inflorescence facilitate pollinator-mediated self-pollination and geitonogamous pollination. Like many other orchid species, G. procera can also reproduce vegetatively. After fruiting, the vegetative part of G. procera became senescent, one bud commonly emerging from the rhizome to replace the old plant. However, two or more buds from the same rhizome sometimes develop into mature plants and eventually proliferate into a clone. Biparental inbreeding would occur between the clonal individuals. In addition, population density of the plant could be very high at suitable habitats. The occurrence of intrafamily inbreeding is likely in dense populations (Hamrick, 1982
; Coates and Sokolowski, 1992
), leading to lowered gene diversity (Godt and Hamrick, 1996
). Furthermore, the unequal chance of transmitting genes among individuals may further decrease genetic variation. As the number of flowers and fruit set are highly heterogeneous among individuals within populations of G. procera, high variance in fertility among plants would reduce the effective population size.
Population clustering based on Nei's genetic identities generated from allozyme and RAPD data was quite different, and no correlation was found between genetic distance and geographic distribution among populations (Figs. 2, 3). A likely cause of this pattern is the lack of gene flow between populations, regardless of their geographical distances. Random genetic drift would lead to large gene differentiation in small and isolated populations. For example, differentiation in allele frequency between populations at mdh-1, lap-1, and ß-glu-2 was evident (allele frequency data not shown, but available upon request). Assuming no linkage among the allozyme and RAPD loci, stochastic processes would result in independent fixation of different alleles in different populations, which alone could play a very important role in reducing genetic variation within populations while increasing genetic divergence between populations of G. procera.
Gene flow greater than one individual exchanged per generation can prevent neutral alleles being fixed due to random genetic drift (Raijmann et al., 1994
; Godt and Hamrick, 1996
). The estimate of Nm was very low in the present study, about one migrant in every five generations. Geographical isolation is the most plausible cause of low gene flow in G. procera. The species' distribution is confined mostly to watercourses, although three populations (Tai Mo Shan, Victoria Peak, and Mountain Paker) were also found at high elevations. Because of the hilly topography of Hong Kong, two apparently closely located populations could actually be separated by mountain ridges. It is unlikely for pollinators to fly over the mountain barrier to enable interpopulation pollen transfer. Also, the wet habitat frequently associated with G. procera could further limit gene flow through wind-mediated seed dispersal.
Conservation consideration
A major cause of the decline of this species is the loss or disturbance of habitats and illegal collections. The habitats of G. procera are easily accessible to the public. For example, the Bride's Pool population is located next to a public barbecue site. The Shing Mun and Ng Tung Tsai populations are close to popular scenic spots that are frequently visited by hikers. The cumulative effect of anthropogenic disturbance on habitat degradation should not be neglected.
The ultimate goals of conservation are to ensure the continuous survival of populations and to maintain their evolutionary potential (Hamrick and Godt, 1995
). First, habitat destruction, which leads to the massive elimination of species, should be prevented. Community-based conservation strategy are necessary to protect rare plants (Sipes and Tepedino, 1995
), because pollinators are essential for the reproductive success of the plants. Although natural fruit set showed that pollinators were not limited in G. procera, further disturbance of the community may lead to a decrease in availability of pollinators. If pollinator abundance is reduced, outcrossing will be suppressed and genetic variability will also be reduced (Ohara et al., 1996
).
Information on existing genetic diversity is a prerequisite in designing suitable strategies for genetic conservation (Hamrick, 1983
; Falk and Holsinger, 1991
; Loeschcke, Tomiuk, and Jain, 1994
; Avise, 1995
; Hamrick and Godt, 1995
; Geburek, 1997
). A population with an effective size of 50 has been considered the minimum to retain sufficient allelic richness, while an effective size of 500 individuals is required to counteract the effect of genetic drift and permit evolutionary changes (Frankel, Brown, and Burdon, 1995
). Only a few populations of G. procera have a census size more than 50 individuals, and none reached 500. Immediate supplement of individuals should be undertaken for the populations that experienced severe bottlenecks, especially the Tung Chung and Mui Wo populations where less than ten individuals can be found. Increasing the number of individuals in a population would be effective in preventing further genetic loss after bottleneck and reduce the chance of local extinction by stochastic events.
Priority for genetic conservation was often set based on the level of genetic diversity and allelic uniqueness of populations as well as on the degree of gene differentiation between populations (Coates and Sokolowski, 1992
). The present study showed that most alleles were shared by several populations so that conserving a single large and genetically diverse population may have sampled most of the variation. However, plants from both habitat types (watercourse and hillside) should be sampled to conserve quantitative genetic differences. Although the GST value based on allozyme data suggested a high degree of differentiation between populations, the divergence is almost entirely due to differences in allele frequencies rather than unique alleles. However, RAPD data revealed several unique bands in some populations of G. procera. The genetic composition of small isolated populations may be fixed but significantly different from each other due to random genetic drift. Therefore, individuals should be sampled from as many populations as possible in order to capture most of the genetic diversity in the species for ex situ conservation.
| FOOTNOTES |
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| LITERATURE CITED |
|---|
|
|
|---|
Arditti, J. 1992 Fundamentals of orchid biology. John Wiley&Sons, New York, NY.
Avise, J. C. 1995 Introduction: the scope of conservation genetics. In J. C. Avise and J. L. Hamrick [eds.], Conservation genetics, 19. Chapman and Hall, New York, NY.
Barretto, G. D., and J. L. Y. Saye. 1980 Hong Kong orchids. The Urban Council, Hong Kong.
Borromeo, C. R. 1975 The urgent need for the conservation of Philippine orchid species. Proceedings of the Eighth World Orchid Conference, 341342. German Orchid Society Inc., Frankfurt.
Case, M. A. 1994 Extensive variation in the levels of genetic diversity and degree of relatedness among five species of Cypripedium (Orchidaceae). American Journal of Botany 81: 175184.[CrossRef][ISI]
Chan, K. F., and M. Sun. 1997 Genetic diversity and relationships detected by isozyme and RAPD analysis of crop and wild species of Amaranthus. Theoretical and Applied Genetics 95: 865873.
Coates, D. J., and R. E. S. Sokolowski. 1992 The mating system and patterns of genetic variation in Bankia cuneta A. S. George (Proteaceae). Heredity 69: 1120.[ISI]
Dafni, A. 1992 Pollination ecology: a practical approach. Oxford University Press, Oxford.
Dawson, I. K., A. J. Simons, R. Waugh, and W. Powell. 1995 Diversity and genetic differentiation among subpopulations of Gliricidia sepium revealed by PCR-based assays. Heredity 75: 1018.
Doyle, J. 1991 DNA protocols for plants-CTAB total DNA isolation. In G. M. Hewitt and A. Johnston [eds.], Molecular techniques in taxonomy, 283293. Springer-Verlag, Berlin.
Dressler, R. L. 1981 The orchids: natural history and classification. Harvard University Press, Cambridge, MA.
. 1993 Phylogeny and classification of the orchid family. Dioscorides Press, Portland, OR.
Falk, D. A., and K. Holsinger. 1991 Genetic diversity of rare plants. Oxford University Press, New York, NY.
Fiveash, R. 1974 Australian orchids. Rigby Limited, Adelaide, Australia.
Frankel, O. H., A. H. D. Brown, and J. J. Burdon. 1995 The conservation of plant biodiversity. Cambridge University Press, Cambridge, MA.
Gasperi, G., L. Baruffi, G. Damiani, C. R. Guglielmino, C. Bandis, and A. R. Malacrida. 1995 Polymorphism within and between populations of Ceratitis capitata: comparison between RAPD and multilocus enzyme electrophoresis data. Heredity 74: 425437.
Geburek, T. 1997 Isozymes and DNA markers in gene conservation of forest trees. Biodiversity and Conservation 6: 16391654.[CrossRef][ISI]
Gill, D. E. 1989 Fruiting failure, pollination inefficiency, and speciation in orchids. In D. Otte and J. A. Endler [eds.], Speciation and its consequence, 458481. Sinauer, Sunderland, MA.
Godt, M. J. W., and J. L. Hamrick. 1996 Genetic structure of two endangered pitcher plants, Sarracenia jonesii and Sarracenia oreophila (Sarraceniaceae). American Journal of Botany 83: 10161023.[CrossRef][ISI]
, B. R. Johnson, and J. L. Hamrick. 1996 Genetic diversity and population size in four rare southern Appalachian plant species. Conservation Biology 10: 796805.[CrossRef][ISI]
Gottlieb, L. D. 1981 Electrophoretic evidence in plant populations. Progress in Phytochemistry 7: 146.
Hamrick, J. L. 1982 Plant population genetics and evolution. American Journal of Botany 69: 16851693.[CrossRef][ISI]
. 1983 The distribution of genetic variation within and among natural plant populations. In C. M. Schonewald-Cox, S. M. Chambers, B. MacBryde, and W. L. Thomas [eds.], Genetics and conservation, 335348. Benjamin/Cummings, Menlo Park, CA.
, and M. J. W. Godt. 1989 Allozyme diversity in plant species. In A. H. D. Brown, M. T. Clegg, A. L. Kahler, and B. S. Weir [eds.], Plant population genetics, breeding and genetic resources, 4363. Sinauer, Sunderland, MA.
, and . 1995 Conservation genetic of endemic species. In J. C. Avise and J. L. Hamrick [eds.], Conservation genetics, 281304. Chapman and Hall, New York, NY.
Heywood, V. H. 1985 Flowering plants of the world. Equinox (Oxford), Oxford.
Hu, S. Y. 1977 The genera of Orchidaceae in Hong Kong. Chinese University Press, Hong Kong.
Hunt, L. F. 1984 The international book of orchids. Cavendish House, London.
Isaac-Williams, M. L. 1988 An introduction to the orchids of Asia. Angus&Robertson Publishers, Wellington, New Zealand.
Liu, Z., and G. R. Furnier. 1993 Comparison of allozyme, RFLP, and RAPD markers for revealing genetic variation within and between trembling aspen and bigtooth aspen. Theoretical and Applied Genetics 87: 8797.
Loescheke, V., J. Tomiuk, and S. K. Jain. 1994 Introductory remarks: genetic and conservation biology. In V. Loescheke, J. Tomiuk, and S. K. Jain [eds.], Conservation genetics, 38. Birkhauser Verlag, Basel.
Mendel, G. 1995 The genetics of orchid pollination. In N. A. V. D. Cingel [ed.], An atlas of orchid pollination, European orchids, 4752. A. A. Balkema Publishers, Brookfield, MA.
Murren, C. J., and A. M. Ellison. 1996 Effects of habitat, plant size, and floral display on male and female reproductive success of the neotropical orchid Brassavola nodosa. Biotropica 28: 3041.
Nei, M. 1972 Genetic distance between populations. American Naturalist 106: 283292.[CrossRef][ISI]
. 1973 Analysis of gene diversity in subdivided populations. Proceedings of the National Academy of Sciences, USA 70: 33213323.
Neiland, M. R. M., and C. C. Wilcock. In press Fruit set, nectar reward, and rarity in the Orchidaceae. American Journal of Botany.
Ohara, M., H. Takeda, Y. Ohno, and Y. Shimamoto. 1996 Variations in the breeding system and the population genetic structure of Trillium kamtschaticum (Liliaceae). Heredity 76: 476484.[ISI]
Pradhan, G. M. 1975 Habitat destruction of Himalayan orchid jungles. Proceedings of the Eighth World Orchid Conference, 331334. German Orchid Society Inc., Frankfurt.
Raijmann, L. E. L., N. C. V. Leeuwen, R. Kersten, J. G. B. Oostermeiger, H. C. M. D. Nijs, and S. B. J. Menken. 1994 Genetic variation and outcrossing rate in relation to population size in Gentiana pneumonanthe L. Conservation Biology 8: 10141026.
Rogaly, J. M. 1975 Ecology and conservation of sub-tropical orchids of Southern Africamainly Natal province. Proceedings of the Eighth World Orchid Conference. German Orchid Society Inc., Frankfurt.
Sanford, W. W. 1974 The ecology of orchids. In C. L. Withner [ed.], The orchids: scientific studies, 1100. John Wiley, New York, NY.
Scacchi, R., G. D. Angelis, and P. Lanzara. 1990 Allozyme variation among and within eleven Orchis species (fam. Orchidaceae), with special reference to hybridizing aptitude. Genetica 81: 143150.[ISI]
Seidenfaden, G., and T. Smitinand. 1959 The orchids of Thailand. Siam Society, Bangkok.
, and J. J. Wood. 1992 The orchids of Peninsular Malaysia and Singapore. Olsen&Olsen, Fredensborg.
Sheehan, T., and M. Sheehan. 1984 An illustrated survey of orchid genera. Timber Press, Portland, OR.
Schemske, D. W., and R. Lande. 1985 The evolution of self-fertilization and inbreeding depression in plants. II. Empirical observations. Evolution 39: 4152.[CrossRef][ISI]
Shields, C. R., T. J. Orton, and C. W. Stuber. 1983 An outline of general resource needs and procedures for the electrophoretic separation of active enzymes for plants tissue. In S. D. Tanksley and J. J. Orton [eds.], Isozymes in plant genetics and breeding, part A, 443468. Elsevier Science Publishers, Amsterdam.
Sipes, S. D., and V. J. Tepedino. 1995 Reproductive biology of the rare orchid, Spiranthes diluvialis: breeding system, pollination, and implications for conservation. Conservation Biology 9: 929938.[CrossRef][ISI]
Sun, M. 1996 Effects of population size, mating system, and evolutionary origin on genetic diversity in Spiranthes sinensis and S. hongkongensis. Conservation Biology 10: 785795.
, and H. Corke. 1992 Population genetics of colonizing success of weedy rye in Northern California. Theoretical and Applied Genetics 83: 321329.[ISI]
, and F. R. Ganders. 1990 Outcrossing rates and allozyme variation in rayed and rayless morphs of Bidens pilosa. Heredity 64: 139143.
, and K. Ritland. 1998 Mating system of yellow starthistle (Centaurea solstitialis), a successful colonizer in North America. Heredity 80: 225232.[CrossRef][ISI]
Tremblay, R. L. 1992 Trends in the pollination ecology of the Orchidaceae: evolution and systematics. Canadian Journal of Botany 70: 642650.[CrossRef]
Waycott, M. 1995 Assessment of genetic variation and clonality in the seagrass Posidonia australis using RAPD and allozyme analysis. Marine Ecology Progress Series 116: 289295.[CrossRef][ISI]
Weeden, N. F., and J. F. Wendel. 1989 Genetics of plant isozymes. In D. E. Soltis and P. S. Soltis [eds.], Isozymes in plant biology, 4672. Dioscorides Press, Portland, OR.
Wendel, J. F., and N. F. Weeden. 1989 Visualization and interpretation of plant isozymes. In D. E. Soltis and P. S. Soltis [eds.], Isozymes in plant biology, 545. Dioscorides Press, Portland, OR.
Wright, S. 1951 The genetical structure of populations. Annals of Eugenics 15: 323354.[ISI]
Yeh, F. C., R.-C. Yang, T. B. J. Boyle, Z.-H. Ye, and J. X. Mao. 1997 POPGENE, the user-friendly shareware for population genetic analysis. Molecular Biology and Biotechnology Centre, University of Alberta, Edmonton, Alberta, Canada.
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