基于Biomod2模型评估气候变化下土荆芥在中国的潜在风险区及生态位变化
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哈尔滨师范大学地理科学学院,黑龙江哈尔滨 150025

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刘露露,女,硕士研究生。研究方向:气候变化与生物入侵。E-mail:lll@stu.hrbnu.edu.cn

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哈尔滨师范大学研究生创新科研项目(HSDSSCX2023-50)


Assessing potential risk areas and niche shifts of Dysphania ambrosioides in China under climate change based on Biomod2
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College of Geographical Science, Harbin Normal University, Harbin, Heilongjiang 150025 , China

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    摘要:

    【目的】外来入侵植物土荆芥因其极强的环境适应性和快速繁殖扩散能力,已对我国的生态安全和农业生产构成严重威胁,对土荆芥进行适生性分析及风险评估,可为土荆芥的预警防控提供理论依据。【方法】基于549个地理分布位点和16个环境变量,应用Biomod2集成模型模拟土荆芥在当前气候条件下的风险区,预测其在未来不同气候情景(SSP126、SSP245、SSP370、SSP585)下中国潜在风险区的变化,并采用生态位重叠分析方法评估其生态位动态变化。【结果】影响土荆芥地理分布格局的关键气候因子为最暖季度降水量(bio18)、等温性(bio3)、最冷季度平均温度(bio11)和年平均温度(bio1),其累计贡献率达85.91%;当前气候情景下土荆芥主要分布于我国东南沿海和长江中下游平原,并延伸至东北平原以及青藏高原东缘地区,潜在风险区面积达537.55×104 km2,约占国土总面积的56%;未来气候情景下,土荆芥风险区分布格局呈“北扩西移”趋势,逐渐向高纬度和高海拔区域扩张,其扩张幅度与温室气体排放浓度呈正相关,且分布质心整体向西北方向迁移;生态位动态分析显示,土荆芥在原产地与入侵地之间呈中等程度的生态位重叠(D=0.566),反映该物种兼具生态位保守性与演化潜力。未来气候情景下,土荆芥的生态位稳定性随温室气体排放浓度增加而逐渐降低。【结论】土荆芥在我国的风险区范围广,温度和降水是主要影响因素。在未来气候情景下,土荆芥在中国的风险区呈扩增状态,整体向西北迁移扩散的趋势明显。

    Abstract:

    【Aim】The invasive plant Dysphania ambrosioides poses a serious threat to ecological security and agricultural production in China due to its strong environmental adaptability and rapid reproduction and dispersal capabilities. Analyzing the adaptability and assessing the risk of D. ambrosioides can provide a theoretical basis for the early warning and prevention of this plant.【Method】On the basis of 549 occurrence records and 16 environmental factors, we employed the ensemble platform Biomod2 to model the risk areas of D. ambrosioides under current climatic conditions and predict changes in potential risk areas in China under different climate scenarios (SSP126, SSP245, SSP370, and SSP585). Furthermore, the ecological niche overlap analysis was performed to assess niche dynamics.【Result】The dominant climatic factors affecting the geographical distribution of D. ambrosioides were identified as precipitation of warmest quarter (bio18), isothermality (bio3), mean temperature of coldest quarter (bio11), and annual mean temperature (bio1), whose cumulative contribution rate reached 85.91%. Under the current climate conditions, D. ambrosioides was mainly distributed in the coastal areas of southeastern China and the plain areas in the middle and lower reaches of the Yangtze River and extended to the Northeast Plain and the eastern edge of the Qinghai-Xizang Plateau. The potential risk area reached 537.55×104 km2, accounting for 56% of the total land area in China. Under future climate scenarios, the distribution range of D. ambrosioides was projected to exhibit a trend of northward and westward expansion, progressively extending into areas with higher latitudes and altitudes. The rate of this expansion was positively correlated with greenhouse gas emission concentrations, while the distribution centroid expected to shift northwestward. Niche dynamics analysis revealed a moderate niche overlap (D=0.566) between the native and invasive ranges of D. ambrosioides, indicating a combination of niche conservatism and evolutionary potential of this species. Under future climate scenarios, the stability of its ecological niche was projected to decrease progressively with the increase in greenhouse gas emission concentrations.【Conclusion】D. ambrosioides has a wide risk range in China, with temperature and precipitation being the main influencing factors. Under future climate scenarios, the risk area of D. ambrosioides in China is expanding, showing a clear trend of northwestern migration and diffusion.

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刘露露,韩鸿沛,吴迪,苑亚茹.基于Biomod2模型评估气候变化下土荆芥在中国的潜在风险区及生态位变化[J].生物安全学报中文版,2026,35(3):265-274

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  • 收稿日期:2025-11-01
  • 最后修改日期:2025-12-22
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  • 在线发布日期: 2026-07-14
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