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    徐京亚, 刘恬, 臧国长, 郑轶琦. 基于MaxEnt模型的不同气候情景下假俭草中国适生区预测[J]. 北京林业大学学报, 2024, 46(3): 91-102. DOI: 10.12171/j.1000-1522.20230022
    引用本文: 徐京亚, 刘恬, 臧国长, 郑轶琦. 基于MaxEnt模型的不同气候情景下假俭草中国适生区预测[J]. 北京林业大学学报, 2024, 46(3): 91-102. DOI: 10.12171/j.1000-1522.20230022
    Xu Jingya, Liu Tian, Zang Guozhang, Zheng Yiqi. Prediction of suitable areas of Eremochloa ophiuroides in China under different climate scenarios based on MaxEnt model[J]. Journal of Beijing Forestry University, 2024, 46(3): 91-102. DOI: 10.12171/j.1000-1522.20230022
    Citation: Xu Jingya, Liu Tian, Zang Guozhang, Zheng Yiqi. Prediction of suitable areas of Eremochloa ophiuroides in China under different climate scenarios based on MaxEnt model[J]. Journal of Beijing Forestry University, 2024, 46(3): 91-102. DOI: 10.12171/j.1000-1522.20230022

    基于MaxEnt模型的不同气候情景下假俭草中国适生区预测

    Prediction of suitable areas of Eremochloa ophiuroides in China under different climate scenarios based on MaxEnt model

    • 摘要:
      目的 本研究通过生态位模型分析评价假俭草在中国的分布情况及制约其当代分布的主要因子,为草坪建植管理和引种栽培提供理论依据。
      方法 基于262个假俭草的地理分布记录和19个生物气候因子,利用最大熵(MaxEnt)模型和地理信息系统,对该物种当代和未来的适生分布区和面积进行预测,并通过受试者工作特征曲线对模型精度进行验证。
      结果 影响假俭草适生区分布的主要因子是最干季度降水量(bio17),次要因子是平均日较差(bio2)、温度季节性变化标准差(bio4)和年降水量(bio12);在当代气候条件下,假俭草总适生区面积约为183.55 × 104 km2,主要集中在我国东南部亚热带地区;在未来气候情景下,假俭草的总适生区面积相较于当代有不同程度的增加,但低、高适生区相较于当代总体而言呈现下降的趋势;通过空间格局变化得出,假俭草适生区保留率为90.14% ~ 94.21%,另外,假俭草质心均位于湖南省湘潭市,推测该地区可能是假俭草的多样性分布中心。
      结论 本研究得出降水是影响假俭草分布的主要因素,在今后引种栽培以及草坪建植管理时应予以重视。

       

      Abstract:
      Objective In this study, the ecological model was used to analyze and evaluate the distribution of Eremochloa ophiuroides in China and the main factors restricting its modern distribution, so as to provide theoretical basis for turf establishment, management, introduction and cultivation.
      Method Based on the geographical distribution records of 262 E. ophiuroides and 19 environmental factors, the maximum entropy (MaxEnt) model and geographic information system were used to predict the current and future suitable distribution area and area of the species, and the accuracy of the model was verified by the receiver operating characteristic curve.
      Result The main factor affecting the distribution of suitable area of E. ophiuroides was precipitation of the driest quarter (bio17), and the secondary factors were the mean diurnal range (bio2), the standard deviation of seasonal temperature seasonality (bio4) and the annual precipitation (bio12). Under current climatic conditions, the total suitable area of E. ophiuroides was about 1.835 5 million km2, mainly concentrated in the subtropical region of southeast China. Under the future climate scenario, the total suitable area of E. ophiuroides will increase to varying degrees compared with the modern, but the low and high suitable areas will show a downward trend compared with the modern. According to the change of spatial pattern, the retention rate of the suitable area of E. ophiuroides was 90.14%−94.21%. In addition, the centroid of E. ophiuroides was located in Xiangtan City, Hunan Province of central China, suggesting that this area may be the diversity distribution center of E. ophiuroides.
      Conclusion It is concluded that precipitation is the main factor affecting the distribution of E. ophiuroides, which should be paid attention to in the future introduction and cultivation, and turf establishment and management.

       

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