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1.
Secondary Succession and Natural Habitat Restoration in Abandoned Rice Fields of Central Korea 总被引:1,自引:0,他引:1
Floristic composition and soil characteristics (moisture, pH, nutrient contents) in abandoned upland rice paddies of different ages were analyzed to clarify the regenerative aspects of succession as a tool for habitat restoration. The study sites represented five seral stages: newly abandoned paddy fields; successional paddy fields abandoned for 3, 7, and 10 years; and a 50‐year‐old Alnus japonica forest. A vegetation sere was apparent in changes of dominant plant species in the order Alopecurus aequalis var. amurensis (annual grass), Aneilema keisak (annual forb), Juncus effusus var. decipiens (rush), Salix koriyanagi (willow), and Alnus japonica (alder) communities. These temporal stages resemble the spatial zonation of vegetation in local riparian floodplain ecosystems, indicating a hydrosere, with soil moisture decreasing over time. Age distributions and life forms of the dominant plant species support a “tolerance” model of secondary succession, in which the established species persist into later successional stages. Persistence of earlier colonizers led to a net cumulative increase in species richness and a more even distribution of species cover with increasing field age. Between 10 and 50 years, vegetation stabilizes as an alder community. Soil moisture content decreased steadily with paddy field age after an initial rise immediately after their abandonment, whereas pools of organic matter, N, P, K, Ca, and Mg, increased with field age. The pace and direction of recovery of native vegetation and natural soil properties in these abandoned rice paddies resembled classic old field succession, a form of secondary succession that often serves as a template for guiding restoration efforts. Active intervention, in particular dismantling artificial levees, could accelerate the recovery process, but natural habitat recovery generally appears sufficiently robust to achieve “passive” restoration of this rare community without intervention. 相似文献
2.
Intrapopulational spatial genetic structure was examined in two populations ofChionographis japonica var.japonica, a self-incompatible perennial, by spatial autocorrelation analysis of enzyme polymorphism. Although most spatial autocorrelation
indices (Moran'sI) in the shortes distance class were significantly positive, most in the other distance classes did not significantly deviate
from the values expected from random distributions of genotypes in both populations. This contrasts with a spatial genetic
pattern previously reported for a population of the predominantly selfing congener,C. japonica var.kurohimensis, indicating that pollen-mediated gene flow highly impedes genetic substructuring within populations of outcrossingC. japonica var.japonica. Genetic similarity in very proximate distance found in outcrossingC. japonica var.japonica is probably due to restricted dispersal of seeds. 相似文献
3.
Guangshun Jiang Haiyi Sun Jianmin Lang Lijuan Yang Cheng Li Arnaud Lyet Barney Long Dale G. Miquelle Changzhi Zhang Sergey Aramilev Jianzhang Ma Minghai Zhang 《Ecological Research》2014,29(5):801-813
We examined environmental and anthropogenic factors drive range loss in large mammals, using presence data of Amur tigers opportunistically collected between 2000 and 2012, and anthropogenic and environmental variables to model the distribution of the Amur tiger in northeastern China. Our results suggested that population distribution models of different subregions showed different habitat factors determining tiger population distribution patterns. Where farmland cover was over 50 km2 per pixel (196 km2), distance was within 15 km to the railway in Changbaishan and road density (length per pixel) increased in Wandashan, the relative probability of Amur tiger occurrence exhibited monotonic avoidance responses; however, where distance was within 150 km of the Sino-Russia border, the occurrence probability of Amur tiger was relatively high. We analyzed the avoidance or preference responses of Amur tiger distribution to elevation, snow depth and Viewshed. Furthermore, different subregional models detected a variety of spatial autocorrelation distances due to different population clustering patterns. We found that spatial models significantly improved model fits for non-spatial models and made more robust habitat suitability predications than that of non-spatial models. Consequently, these findings provide useful guidance for habitat conservation and management. 相似文献
4.
Nina K. Lany Phoebe L. Zarnetske Andrew O. Finley Deborah G. McCullough 《Ecography》2020,43(3):456-466
Species distribution models (SDMs) project the outcome of community assembly processes – dispersal, the abiotic environment and biotic interactions – onto geographic space. Recent advances in SDMs account for these processes by simultaneously modeling the species that comprise a community in a multivariate statistical framework or by incorporating residual spatial autocorrelation in SDMs. However, the effects of combining both multivariate and spatially-explicit model structures on the ecological inferences and the predictive abilities of a model are largely unknown. We used data on eastern hemlock Tsuga canadensis and five additional co-occurring overstory tree species in 35 569 forest stands across Michigan, USA to evaluate how the choice of model structure, including spatial and non-spatial forms of univariate and multivariate models, affects ecological inference about the processes that shape community composition as well as model predictive ability. Incorporating residual spatial autocorrelation via spatial random effects did not improve out-of-sample prediction for the six tree species, although in-sample model fit was higher in the spatial models. Spatial models attributed less variation in occurrence probability to environmental covariates than the non-spatial models for all six tree species, and estimated higher (more positive) residual co-occurrence values for most species pairs. The non-spatial multivariate model was better suited for evaluating habitat suitability and hypotheses about the processes that shape community composition. Environmental correlations and residual correlations among species pairs were positively related, perhaps indicating that residual correlations were due to shared responses to unmeasured environmental covariates. This work highlights the importance of choosing a non-spatial model formulation to address research questions about the species–environment relationship or residual co-occurrence patterns, and a spatial model formulation when within-sample prediction accuracy is the main goal. 相似文献
5.
The impact of changing irrigation practices in rice fields on frog populations of the Kanto Plain, central Japan 总被引:3,自引:0,他引:3
Rice fields are important substitute wetlands for frogs. Traditionally, rice fields in Japan were supplied with water and
drained via shallow earth ditches (old-style). In the last 30 years, however, more than 80% of rice fields have been converted
to a new irrigation system in which water is typically supplied through underground pipes via taps and is drained into deep,
concrete-sided ditches (new-style). We compared the occurrence of frogs in paired areas of old- and new-style rice fields
at six locations in Ibaraki Pref., central Japan, from May to August 1995. The Japanese tree frog (Hyla japonica) did not differ in abundance between the two types of rice fields, but the Japanese brown frog (Rana japonica) and the Tokyo daruma pond frog (Rana porosa porosa) preferred the old-style rice fields. These findings suggest that the status ofRana species has been adversely affected by the conversion of rice fields to the new irrigation system. Modification of the deep,
U-shaped concrete ditches and the water management regime during the spawning season is needed to safeguard these species. 相似文献
6.
Relationships between microhabitat variables; understory light conditions in summer and winter, altitude, slope inclination
and topographic categories (valley, ridge, and slope) and the distribution of Aucuba japonica Thunb. (Cornaceae), a common understory shrub species in Japan were examined using non-contagious 66, 20 × 20 m2 quadrats. The Morishita’s I
δ suggested that A. japonica distributions were strongly heterogeneous among the quadrats. Therefore positive spatial autocorrelation of A. japonica at a within-quadrat level (≤20 m) was obvious. Moran’s I statistics showed a significant positive spatial autocorrelation in A. japonica abundance within the distance shorter than 60 m. But the partial Mantel tests suggested that the mass effect from neighboring
quadrats would little explain A. japonica abundance in a quadrat. The partial Mantel tests also clearly showed that A. japonica distributions were strongly structured by topography and understory light conditions. Using Monte Carlo randomization tests,
we found that A. japonica was aggregately distributed in quadrats in valley which were covered by deciduous canopies. Better understory light conditions
in winter together with valley edaphic conditions may increase the abundance of A. japonica there. It is concluded that habitat niche specialization is important in structuring distribution of A. japonica in this forest community. 相似文献
7.
Shingo Kurabuchi 《Journal of morphology》1994,219(2):173-182
Nuptial pads, secondary sexual characteristics of male frogs, develop on the first digit of the hand of Hyla japonica in the family Hylidae and of Rhacophorus schlegelii in the family Rhacophoridae, and on both the first and second digits of the rhacophorids Buergeria buergeri and B. japonica. By scanning electron microscopy (SEM), it was seen that numerous mounds covered the surface of the pads. Mounds were similarly hemispherical in R. schlegelii and B. buergeri and flat in B. japonica. The mounds of H. japonica were irregular in shape and size and some of them stood in rows. Fine columnar protuberances were present all over the surfaces of the mounds in this species. Numerous peg-like protuberances projected radially upward from the top of the mounds in B. buergeri and B. japonica. Irregular-shaped, leaf-like protuberances bearing knobby or rod-shaped apical protrusions were present on the top of the mounds in R. schlegelii. In pads observed by transmission electron microscopy, the outermost epithelial monolayer of the mounds was generally thick, especially at the top, compared to that of the rest of the skin. Epidermal cells in this layer were well keratinized, devoid of organelles, and contained closely packed, fine filaments within a dense matrix. Apical accessory protuberances projecting from the outermost cells were also packed with dense filamentous materials, showing rigid comb-like structures. © 1994 Wiley-Liss, Inc. 相似文献
8.
Takeshi Mizumoto Ikkyu Aihara Takuma Otsuka Ryu Takeda Kazuyuki Aihara Hiroshi G. Okuno 《Journal of comparative physiology. A, Neuroethology, sensory, neural, and behavioral physiology》2011,197(9):915-921
We present a novel method for imaging acoustic communication between nocturnal animals. Investigating the spatio-temporal
calling behavior of nocturnal animals, e.g., frogs and crickets, has been difficult because of the need to distinguish many
animals’ calls in noisy environments without being able to see them. Our method visualizes the spatial and temporal dynamics
using dozens of sound-to-light conversion devices (called “Firefly”) and an off-the-shelf video camera. The Firefly, which
consists of a microphone and a light emitting diode, emits light when it captures nearby sound. Deploying dozens of Fireflies
in a target area, we record calls of multiple individuals through the video camera. We conduct two experiments, one indoors
and the other in the field, using Japanese tree frogs (Hyla japonica). The indoor experiment demonstrates that our method correctly visualizes Japanese tree frogs’ calling behavior. It has confirmed
the known behavior; two frogs call synchronously or in anti-phase synchronization. The field experiment (in a rice paddy where
Japanese tree frogs live) also visualizes the same calling behavior to confirm anti-phase synchronization in the field. Experimental
results confirm that our method can visualize the calling behavior of nocturnal animals in their natural habitat. 相似文献
9.
Field abandonment has increased over several decades under a long-term recession in Japanese agriculture. To support effective
farmland management or reforestation, the patterns of tree recruitment in abandoned fields, which influence management costs,
need to be clarified. We investigated tree seedling establishment and microsite variables along forest–field transects in
11 abandoned fields adjacent to secondary broad-leaved forests in the eastern Kanto region of Japan. Generalized linear mixed
model analysis indicated that tree seedling establishment in abandoned fields was not correlated with the period of abandonment.
Instead, it was positively correlated with vegetation openness. The dominance of a woody vine (Pueraria lobata), an annual liana (Humulus japonicus), and a dwarf bamboo (Pleioblastus chino) mainly explained low vegetation openness within the fields. In addition, the establishment of evergreen tree seedlings and
tree seedlings dispersed by hoarding was negatively correlated with the distance from the forest edge. In the forest interior,
taller understory vegetation at the edge correlated with lower seedling establishment. These results suggest that seedling
establishment across forest–field ecotones is restricted by the dominance of competitive natives within abandoned fields and
distance-dependent limitations in both abandoned fields and adjacent forest. 相似文献
10.
Yuichi Kano Yôichi Kawaguchi Tomomi Yamashita Yukihiro Shimatani 《Ichthyological Research》2010,57(2):180-188
The distribution of the oriental weatherloach, Misgurnus anguillicaudatus, together with related environmental factors were surveyed at 185 paddy field locations on Sado Island in Japan. This was
associated with the reintroduction of the Japanese crested ibis, Nipponia nippon, which prefers to feed on the loach. Loach were found to be present at 90 locations (49%). Analysis with GIS, GLM and AIC
revealed that positive factors for the loach distribution included the presence of an earth ditch, the connections at outlets
and the proportion of paddy field area within an 800 m radius. Conversely, pumping-up water irrigation and flow irrigation
affected loach distribution negatively. In an interview survey that was conducted concurrently, older farmers in the area
recalled that the loach had once been distributed over almost the entire island (89/96, 93%) about half a century ago. The
farmers also suggested that the impact of agricultural chemicals was one of the main reasons for loach reduction or local
extinction. A map of the current potential loach distribution was made using the best fit model from GIS variables. The loach
was expected to be distributed in the Kuninaka region with high probability (60–100%) and in patches in the Osado and Kosado
regions with low–medium probability (10–50%). As a feasible scenario for the conservation of the loach, another predictive
map of the loach distributions was made using a model fit based on the GIS variables and outlet connection, in which the all
of the outlets were presumed to be connected to the ditches without gaps. In this case, the loach were expected to be distributed
almost throughout the paddy fields with medium–high probability (40–100%). In another scenario that presumed the complete
land consolidation of all the paddy fields, the probability of loach occurrence was low (0–30%) throughout the island with
the exception of the island’s center in the Kuninaka region. 相似文献
11.
Toshiaki HIRAI 《Entomological Science》2007,10(4):333-336
The food habits of the endangered giant water bug, Lethocerus deyrolli, were studied in the rice fields of Nose, in the north of Osaka Prefecture, Japan. Field observations revealed that frogs were the most important prey item. Frogs represented 86.4% and 78.6% in the diet of L. deyrolli in spring and summer, respectively. Among seven species of three families (Hylidae, Rhacophoridae, and Ranidae) exploited by L. deyrolli, the most important food item was adult Hyla japonica in spring and juvenile Rana nigromaculta in summer. Fish and aquatic arthropods were not considered important foods for L. deyrolli. The frog‐dependent food habits indicate that the recovery and conservation of frogs should be prioritized to protect L. deyrolli from extinction. 相似文献
12.
The regenerative capacity of limbs was investigated by amputation of limbs at the zeugopodium in postmetamorphic froglets and adults of various sizes in four species of Japanese frogs, all of which showed some regeneration at these ages. In Hyla arborea japonica and Rana brevipoda porosa most young froglets regenerated their limbs well; however, the rate of regeneration decreased with the age of amputation, and the limb became nonregenerative in adults. Limbs of adults in Rana rugosa and R. japonica, on the other hand, exhibited good regeneration. All of the regenerates in the four species were heteromorphic, consisting histologically of well-developed cartilaginous rods surronded by connective tissue and skin. Limited development of muscle was appartment in regenerates of the three ranid species. The relations between body size, innervation of limbs, and regenerative capacity are discussed. 相似文献
13.
The biogeography of invasive alien plants in California: an application of GIS and spatial regression analysis 总被引:5,自引:1,他引:4
Shawna J. Dark 《Diversity & distributions》2004,10(1):1-9
The spatial distribution of invasive alien plants has been poorly documented in California. However, with the increased availability of GIS software and spatially explicit data, the distribution of invasive alien plants can be explored. Using bioregions as defined in Hickman (1993 ), I compared the distribution of invasive alien plants (n = 78) and noninvasive alien plants (n = 1097). The distribution of both categories of alien plants was similar with the exception of a higher concentration of invasive alien plants in the North Coast bioregion. Spatial autocorrelation analysis using Moran's I indicated significant spatial dependence for both invasive and noninvasive alien plant species. I used both ordinary least squares (OLS) and spatial autoregressive (SAR) models to assess the relationship between alien plant species distribution and native plant species richness, road density, population density, elevation, area of sample unit, and precipitation. The OLS model for invasive alien plants included two significant effects; native plant species richness and elevation. The SAR model for invasive alien plants included three significant effects; elevation, road density, and native plant species richness. The SAR model for noninvasive alien plants resulted in the same significant effects as invasive alien plants. Both invasive and noninvasive alien plants are found in regions with low elevation, high road density, and high native‐plant species richness. This is in congruity with previous spatial pattern studies of alien plant species. However, the similarity in effects for both categories of alien plants alludes to the importance of autecological attributes, such as pollination system, dispersal system and differing responses to disturbance in the distribution of invasive plant species. In addition, this study emphasizes the critical importance of testing for spatial autocorrelation in spatial pattern studies and using SAR models when appropriate. 相似文献
14.
Alain Pagano Pierre André Crochet J.-D. Graf Pierre Joly Thierry Lodé 《Global Ecology and Biogeography》2001,10(4):433-441
Hybrid zones are either distributed along clines or in a mosaic of patches. This distribution may depend upon variation in taxon habitat use. Habitat use and distribution of diverse taxa of water frogs (Rana ridibunda, R. lessonae, R. perezi, R. kl. grafi and R. kl. esculenta) in France are analysed to determine whether water frog complexes conform to the mosaic or clinal model. Biogeographical scenarios may be invoked in order to explain the distribution of water frogs. However, the distribution of R. perezi and R. kl. grafi, being restricted to regions characterized by Mediterranean or Oceanic climatic conditions, suggests that these frogs do not endure cold winters. R. ridibunda is widespread in Southern France and its distribution suggests multiple introductions. It is concluded that water frogs conform to the mosaic zone model rather than to the tension zone model because: (i) taxa exhibited differences in habitat use, (ii) pure parental species were documented and (iii) hybrids are not unfit relative to parental species. 相似文献
15.
Habitat loss is causing amphibian population declines worldwide, so there is increased attention to forces that degrade remaining
habitats. Terrestrial habitats surrounding wetlands are critical foraging areas for temperate anurans. We investigated plant
community changes in two old fields invaded by Japanese knotweed (Fallopia japonica) and the foraging success of Green frogs (Rana clamitans) in invaded and non-invaded portions of those fields. Within each field, vegetation data were recorded in quadrats located
along two transects bisecting the invasion fronts. We placed frogs in ‘foraging buckets’ along transects and measured their
change in mass over a 38 h period. There were significant changes in vegetation structure and composition associated with
Japanese knotweed invasion. Diverse assemblages of native plants that covered non-invaded plots were absent from areas invaded
by Japanese knotweed. There was also a significant change in vegetation architecture between invaded and non-invaded habitats.
Change in frog mass declined significantly along transects, with most frogs in non-invaded plots gaining mass and no frogs
in invaded plots gaining mass. Most frogs from non-invaded plots but only two from invaded plots defecated shortly after removal
from foraging buckets (verification of recent feeding). We hypothesize that Japanese knotweed invasions degrade terrestrial
habitat quality for frogs by indirectly reducing arthropod abundance. Nonnative plant invasions may be another factor contributing
to amphibian population declines. 相似文献
16.
José Alexandre Felizola Diniz-Filho Thiago Fernando L. V. B. Rangel Luis Mauricio Bini 《Global Ecology and Biogeography》2008,17(4):479-488
Aim Although parameter estimates are not as affected by spatial autocorrelation as Type I errors, the change from classical null hypothesis significance testing to model selection under an information theoretic approach does not completely avoid problems caused by spatial autocorrelation. Here we briefly review the model selection approach based on the Akaike information criterion (AIC) and present a new routine for Spatial Analysis in Macroecology (SAM) software that helps establishing minimum adequate models in the presence of spatial autocorrelation.
Innovation We illustrate how a model selection approach based on the AIC can be used in geographical data by modelling patterns of mammal species in South America represented in a grid system ( n = 383) with 2° of resolution, as a function of five environmental explanatory variables, performing an exhaustive search of minimum adequate models considering three regression methods: non-spatial ordinary least squares (OLS), spatial eigenvector mapping and the autoregressive (lagged-response) model. The models selected by spatial methods included a smaller number of explanatory variables than the one selected by OLS, and minimum adequate models contain different explanatory variables, although model averaging revealed a similar rank of explanatory variables.
Main conclusions We stress that the AIC is sensitive to the presence of spatial autocorrelation, generating unstable and overfitted minimum adequate models to describe macroecological data based on non-spatial OLS regression. Alternative regression techniques provided different minimum adequate models and have different uncertainty levels. Despite this, the averaged model based on Akaike weights generates consistent and robust results across different methods and may be the best approach for understanding of macroecological patterns. 相似文献
Innovation We illustrate how a model selection approach based on the AIC can be used in geographical data by modelling patterns of mammal species in South America represented in a grid system ( n = 383) with 2° of resolution, as a function of five environmental explanatory variables, performing an exhaustive search of minimum adequate models considering three regression methods: non-spatial ordinary least squares (OLS), spatial eigenvector mapping and the autoregressive (lagged-response) model. The models selected by spatial methods included a smaller number of explanatory variables than the one selected by OLS, and minimum adequate models contain different explanatory variables, although model averaging revealed a similar rank of explanatory variables.
Main conclusions We stress that the AIC is sensitive to the presence of spatial autocorrelation, generating unstable and overfitted minimum adequate models to describe macroecological data based on non-spatial OLS regression. Alternative regression techniques provided different minimum adequate models and have different uncertainty levels. Despite this, the averaged model based on Akaike weights generates consistent and robust results across different methods and may be the best approach for understanding of macroecological patterns. 相似文献
17.
A. Pagano D. Lesbarreres R. O'Hara A. Crivelli M. Veith T. Lode D. S. Schmeller 《Journal of Zoological Systematics and Evolutionary Research》2008,46(2):162-168
Asexuals often occupy broad geographical and ecological ranges. Two models have been proposed to explain the ubiquity of asexuals: the General‐Purpose Genotype (GPG) and the Frozen Niche Variation (FNV) model. According to these models, asexuals differ in their ecological niche width and may occupy narrow specialist niches or ubiquitous niches. A thousand water frogs from 37 different populations located in France in different habitats were studied, and two (hemi)clonal hybrid types were identified genetically, Rana esculenta and R. grafi. Altogether, 13 hemiclones were identified both in R. grafi and R. esculenta. Three of these were geographically and ecologically widely distributed, and usually very common in populations. In contrast, the remaining 10 hemiclones had small geographical ranges and were restricted to special habitat types, suggesting ecological niche specialization. The results suggest that in hybridogenetic water frogs GPG and FNV hemiclones coexist. 相似文献
18.
The roles played by nonfatal secretions of adult anurans in the avoidance of predation remain unknown. The adult Wrinkled frog (Rana rugosa) has warty skin with the odorous mucus secretion that is not fatal to the snake Elaphe quadrivirgata. We fed R. rugosa or Fejervarya limnocharis, which resembles R. rugosa in appearance and has mucus secretion, to snakes and compared the snakes’ responses to the frogs. Compared to F. limnocharis, R. rugosa was less frequently bitten or swallowed by snakes. The snakes that bit R. rugosa spat out the frogs and showed mouth opening (gaping) behavior, while the snakes that bit F. limnocharis did not show gaping behavior. We also compared the responses of the snakes to R. rugosa and F. limnocharis secretions. We coated palatable R. japonica with secretions from R. rugosa or F. limnocharis. The frogs coated by R. rugosa secretion were less frequently bitten or swallowed than those coated by F. limnocharis secretion. We concluded that compared to different frog species of similar sizes, the adult R. rugosa was less frequently preyed upon by, and that its skin secretion was effective in avoiding predation by snakes. 相似文献
19.
E. Y. Arima 《PloS one》2016,11(3)
Tropical forests are now at the center stage of climate mitigation policies worldwide given their roles as sources of carbon emissions resulting from deforestation and forest degradation. Although the international community has created mechanisms such as REDD+ to reduce those emissions, developing tropical countries continue to invest in infrastructure development in an effort to spur economic growth. Construction of roads in particular is known to be an important driver of deforestation. This article simulates the impact of road construction on deforestation in Western Amazonia, Peru, and quantifies the amount of carbon emissions associated with projected deforestation. To accomplish this objective, the article adopts a Bayesian probit land change model in which spatial dependencies are defined between regions or groups of pixels instead of between individual pixels, thereby reducing computational requirements. It also compares and contrasts the patterns of deforestation predicted by both spatial and non-spatial probit models. The spatial model replicates complex patterns of deforestation whereas the non-spatial model fails to do so. In terms of policy, both models suggest that road construction will increase deforestation by a modest amount, between 200–300 km2. This translates into aboveground carbon emissions of 1.36 and 1.85 x 106 tons. However, recent introduction of palm oil in the region serves as a cautionary example that the models may be underestimating the impact of roads. 相似文献
20.
B. Mandák K. Bímová P. Pyšek J. Štěpánek I. Plačková 《Plant Systematics and Evolution》2005,253(1-4):219-230
The genus Reynoutria is represented by four taxa in the Czech Republic – R. japonica var. japonica and compacta, R. sachalinensis and R. × bohemica. Using isoenzyme analysis, we determined the degree of genotype variability in all taxa and compared clones of R. japonica var. japonica from the Czech Republic with those from Great Britain. While the rarely occurring tetraploid variety R. japonica var. compacta possesses low variability, the octoploid female clone of R. japonica var. japonica is genetically uniform in the 93 clones sampled and belongs to the same genotype that is present in the whole Europe. R. japonica var. japonica can be fertilized by the pollen of tetraploid R. sachalinensis and a hexaploid hybrid R. × bohemica is produced. In R. sachalinensis, 16 genotypes were found in the 50 clones sampled. R. × bohemica is genetically the most diverse taxon in the study area, with 33 genotypes recorded among 88 clones sampled. 相似文献