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气候变化对美国东部过敏原植物普通豚草(Ambrosia artemisiifolia)分布的影响。

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

机构信息

Case Research, LLC, Seattle, Washington, United States of America.

School of Environmental and Forest Sciences, University of Washington, Seattle, Washington, United States of America.

出版信息

PLoS One. 2018 Oct 31;13(10):e0205677. doi: 10.1371/journal.pone.0205677. eCollection 2018.

Abstract

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.

摘要

气候变化正在影响美国东北部物种的生长、物候和分布。为了应对这些变化,一些物种受到了不利影响,而另一些物种则受益。一个从气候变化中受益的物种,从历史上和对实验处理的反应来看,是普通豚草(Ambrosia artemisiifolia),一种广泛分布的一年生杂草,也是北美的主要花粉热病因。为了更好地了解气候变化如何影响普通豚草的分布,我们使用气候和生物气候数据以及美国东部的 700 多个观测值构建了最大熵(Maxent)预测模型。我们的模型使用四个不相关的变量(包括降水季节性、日平均温度范围、8 月降水和 1 月最高温度),具有良好的性能,AUC 评分为 0.765。在构建和测试模型之后,我们使用 13 个全球气候模型(GCM)套件在中世纪和后期两个未来温室气体情景下对潜在未来普通豚草的分布进行了预测。除了提供潜在未来扩张的地理参考热点外,我们还通过评估同意的 GCM 数量来提供置信度指标。我们发现佛罗里达州中部、阿巴拉契亚山脉南部和弗吉尼亚州东北部的普通豚草大量收缩,以及其当前分布的北部边缘地区的潜在扩张地区,尤其是在美国东北部。然而,预计这种增加的绝大部分将在本世纪中叶发生,并且可能在 2070 年代有所缓和,这意味着普通豚草可能对气候变率敏感。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解,了解普通豚草在未来可能成为新的关注点。由于豚草的健康影响,当地的杂草控制委员会可能最好监测扩张区域,并可能增加根除工作。

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