基于MaxEnt模型预测石斛潜在适生区分布

Prediction of Potential Suitable Habitat Distribution of Dendrobium Based on the MaxEnt Model

  • 摘要:
    目的 预测石斛潜在适生区分布情况。
    方法 基于当代石斛的地理分布数据,结合当前19个生物气候因子,运用MaxEnt模型模拟了石斛在当代及未来(2081—2100年)四种不同情景(SSP1-2.6、SSP2-4.5、SSP3-7.0、SSP5-8.5)下的适宜分布区域。
    结果 最冷季降水量(bio19)、年降水量(bio12)、气温季节性变化(bio4)和等温性(bio3)是影响石斛分布的关键气候因子。当前石斛的高适宜区主要分布在云南中南部地区、黔桂喀斯特山区、四川盆地周围山地以及海南岛,以云南、贵州、广西壮族自治区、四川、重庆、海南为主;未来2090年代,除SSP3-7.0情景下,石斛的适生区面积均有所缩小,特别是南部中高适生区有不同程度的缩减,而陕西南部、湖南南部、湖北等低适生区却少量扩大,呈现出整体向北迁移的趋势。
    结论 为未来应对气候变化如何调整石斛仿野生种植区提供了启示,也进一步为挖掘气候变化对中国道地药材生长的影响提供了依据。

     

    Abstract:
    OBJECTIVE To predict the potential suitable habitat area distribution for Dendrobium.
    METHODS Based on current geographical distribution data and 19 bioclimatic variables, the MaxEnt model was used to simulate suitable distribution areas for Dendrobium under current conditions and four future scenarios (SSP1-2.6, SSP2-4.5, SSP3-7.0, and SSP5-8.5) for the period 2081–2100.
    RESULTS Precipitation of the coldest quarter (bio19), annual precipitation (bio12), temperature seasonality (bio4), and isothermality (bio3) were identified as the key climatic factors influencing the distribution of Dendrobium. Currently, highly suitable areas are primarily concentrated in central-southern Yunnan, the Karst mountainous regions of Guizhou and Guangxi, the mountainous areas surrounding the Sichuan Basin, and Hainan Island—spanning Yunnan, Guizhou, Guangxi, Sichuan, Chongqing, and Hainan. By the 2090s, the total suitable area is projected to shrink under all scenarios except SSP3-7.0; specifically, highly and moderately suitable habitat areas in the south will contract to varying degrees, while low suitable habitat areas in southern Shaanxi, southern Hunan, and Hubei will expand slightly, indicating an overall northward shift in distribution.
    CONCLUSION These findings offer insights into adjusting semi-wild cultivation areas for Dendrobium in response to future climate change and provide a basis for further investigating the impact of climate change on the growth of geo-authentic medicinal materials in China.

     

/

返回文章
返回