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Climate change impacts on the distribution of the allergenic plant, common ragweed (Ambrosia artemisiifolia) in the eastern United States

机译:气候变化对美国东部常见的豚草(Ambrosia artemisiifolia)致敏植物的分布产生影响

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摘要

Climate change is affecting the growth, phenology, and distribution of species across northeastern United States. In response to these changes, some species have been adversely impacted while others have benefited. One species that has benefited from climate change, historically and in response to experimental treatments, is common ragweed (Ambrosia artemisiifolia), a widely distributed annual weed and a leading cause of hay fever in North America. To better understand how climate change may affect the distribution of common ragweed, we built a maximum entropy (Maxent) predictive model using climate and bioclimatic data and over 700 observations across the eastern U.S. Our model performed well with an AUC score of 0.765 using four uncorrelated variables, including precipitation seasonality, mean diurnal temperature range, August precipitation, and January maximum temperature. After building and testing our model, we then projected potential future common ragweed distribution using a suite of 13 global climate models (GCMs) under two future greenhouse gas scenarios for mid and late-century. In addition to providing georeferenced hot spots of potential future expansion, we also provide a metric of confidence by evaluating the number of GCMs that agree. We show a substantial contraction of common ragweed in central Florida, southern Appalachian Mountains, and northeastern Virginia and areas of potential expansion at the northern margins of its current distribution, notably in northeastern U.S. However, the vast majority of this increase is projected to occur by mid-century and may be moderated somewhat by the 2070s, implying that common ragweed may be sensitive to climatic variability. Although other factors and modeling approaches should be explored, we offer preliminary insight into where common ragweed might be a new concern in the future. Due to the health impacts of ragweed, local weed control boards may be well advised to monitor areas of expansion and potentially increase eradication efforts.
机译:气候变化正在影响美国东北部地区物种的生长,物候和分布。为了应对这些变化,某些物种受到了不利影响,而另一些则受益。从历史上和对实验方法的响应中,一个从气候变化中受益的物种是常见的豚草(Ambrosia artemisiifolia),它是一种分布广泛的一年生杂草,是北美花粉热的主要原因。为了更好地理解气候变化如何影响豚草的分布,我们使用气候和生物气候数据以及美国东部地区的700多个观测值建立了一个最大熵(Maxent)预测模型。我们使用四个不相关的AUC得分为0.765的模型表现良好变量,包括降水季节,平均日温度范围,8月降水和1月最高温度。在构建并测试了我们的模型之后,我们随后使用了一套13种全球气候模型(GCM),在本世纪中叶和本世纪后期的两种未来温室气体情景下,预测了潜在的未来豚草分布。除了提供潜在的未来扩展的地理参考热点外,我们还通过评估达成共识的GCM数量来提供信心指标。我们显示佛罗里达州中部,阿巴拉契亚山脉南部和弗吉尼亚州东北部的豚草显着收缩,其当前分布北部边缘的潜在扩张区域特别是美国东北部。但是,这种增长的绝大部分预计将在2000年之前发生。本世纪中叶,到2070年代可能有所缓解,这意味着豚草可能对气候变化敏感。尽管应该探索其他因素和建模方法,但我们提供了初步的见识,以了解常见的豚草将来可能会成为新的关注点。由于豚草对健康的影响,最好建议当地的杂草控制委员会监测扩展范围,并可能增加根除工作。

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