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Predicting Potential Global Distributions of Two Miscanthus Grasses: Implications for Horticulture Biofuel Production and Biological Invasions

机译:预测两个芒草的潜在全球分布:对园艺生物燃料生产和生物入侵的影响

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摘要

In many regions, large proportions of the naturalized and invasive non-native floras were originally introduced deliberately by humans. Pest risk assessments are now used in many jurisdictions to regulate the importation of species and usually include an estimation of the potential distribution in the import area. Two species of Asian grass (Miscanthus sacchariflorus and M. sinensis) that were originally introduced to North America as ornamental plants have since escaped cultivation. These species and their hybrid offspring are now receiving attention for large-scale production as biofuel crops in North America and elsewhere. We evaluated their potential global climate suitability for cultivation and potential invasion using the niche model CLIMEX and evaluated the models’ sensitivity to the parameter values. We then compared the sensitivity of projections of future climatically suitable area under two climate models and two emissions scenarios. The models indicate that the species have been introduced to most of the potential global climatically suitable areas in the northern but not the southern hemisphere. The more narrowly distributed species (M. sacchariflorus) is more sensitive to changes in model parameters, which could have implications for modelling species of conservation concern. Climate projections indicate likely contractions in potential range in the south, but expansions in the north, particularly in introduced areas where biomass production trials are under way. Climate sensitivity analysis shows that projections differ more between the selected climate change models than between the selected emissions scenarios. Local-scale assessments are required to overlay suitable habitat with climate projections to estimate areas of cultivation potential and invasion risk.
机译:在许多地区,人类最初故意引入了很大一部分归化和入侵的非本地植物。如今,许多管辖区都使用有害生物风险评估来规范物种的进口,通常包括对进口地区潜在分布的估计。此后,两种最初作为观赏植物引入北美的亚洲草种(Miscanthus sacchariflorus和M. sinensis)从种植中逃脱了。这些物种及其杂交后代现在正作为北美和其他地区作为生物燃料作物的大规模生产受到关注。我们使用小生境模型CLIMEX评估了它们潜在的全球气候适应气候变化对耕种和潜在入侵的适应性,并评估了模型对参数值的敏感性。然后,我们比较了两种气候模型和两种排放情景下未来气候适宜区域的预测敏感性。这些模型表明,该物种已被引入到北半球而不是南半球的大多数潜在的全球气候适宜地区。分布较窄的物种(糖蔗分枝杆菌)对模型参数的变化更敏感,这可能对保护物种的建模具有影响。气候预测表明,南部地区的潜在范围可能会收缩,但北部地区的扩张,特别是在正在进行生物质生产试验的引入地区尤其如此。气候敏感性分析表明,在选定的气候变化模型之间的预测与选定的排放情景之间的预测差异更大。需要进行地方尺度的评估,以将合适的栖息地与气候预测相叠加,以估算耕种潜力和入侵风险的区域。

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