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杉木在浙江省的适生区分析

Analysis of Suitable Habitats for Cunninghamia lanceolata in Zhejiang Province Under the Context of Climate Change

  • 摘要: 在气候变化的背景下,植物的潜在分布区域将经历改变,因此有必要预测气候变化对植物地理分布格局的影响。本研究以浙江省为研究区域,基于1 574个杉木Cunninghamia lanceolata 分布数据和13个生境数据,采用最大熵(Maximum Entropy)进行了杉木在当前气候情景下的潜在适生区预测,并研究了不同生境条件下杉木的最优适生区。研究构建了15个潜在分布模型,通过重复试验得到的平均受试者工作特征曲线面积 (Area under the receiving operator curve, AUC)值为0.797,标准偏差为0.011,预测结果较好。根据模型预测,杉木在浙江的适生区 (适生值>0.05)总面积为7.08×104 km2,其中高适生区、中适生区、低适生区面积分别为1.79×104 km2、2.80×104 km2和2.50×104 km2。海拔和最湿月降水量是影响杉木分布的重要因素。杉木的最适生境通常位于海拔1 200~1 400 m,最湿月降水量为320 mm,气温年较差在30 ℃,最冷月最低温在−1 ℃的区域。本研究评估气候、土壤等因素对杉木分布和生长的限制,阐明了杉木在浙江省的最优培育区,为杉木的培育和经营提供了理论支撑。

     

    Abstract: Amid climate change, the potential distribution areas of plants are expected to shift, necessitating predictions about the impact of climate change on plant geographical distribution patterns. This study used Zhejiang Province as a case study, utilizing 1,574 distribution data points of Cunninghamia lanceolata and 13 habitat-related datasets.By employing the MaxEnt ecological niche model, the research predicted the potential suitable areas for Cunninghamia lanceolataunder current climatic scenarios and assessed the optimal suitable areas under different habitat conditions.Cunninghamia lanceolata Fifteen potential distribution models were constructed, and the average AUC value from repeated experiments was 0.797 with a standard deviation of 0.011, indicating high prediction reliability. According to the model, the total suitable area for Cunninghamia lanceolata in Zhejiang is 7.08×104 km2, with high, medium, and low suitability areas covering 1.79×104 km2, 2.80×104 km2, and 2.50×104 km2, respectively. The results highlight that elevation and precipitation during the wettest month (bio13) are crucial factors influencing the distribution of Cunninghamia lanceolata. The optimal habitat for Cunninghamia lanceolata is typically situated at elevations of 1200−1 400 m, with a wettest month precipitation of 320 mm, an annual temperature range of 30 ℃, and the lowest temperature in the coldest month reaching −1 ℃. By assessing climate, soil, and other factors restricting the distribution and growth of Cunninghamia lanceolata, this research elucidates the current and future optimal cultivation zones for Cunninghamia lanceolata under the context of ongoing climate warming.

     

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