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生态学杂志 ›› 2024, Vol. 43 ›› Issue (3): 833-841.doi: 10.13292/j.1000-4890.202403.046

• 研究报告 • 上一篇    下一篇

气候变化情境下入侵植物紫茉莉在中国的适生分布格局及早期预警

苏启陶1,2,邹峥嵘1,杜志喧2,周兵2*   

  1. 1江西师范大学生命科学学院, 南昌 330022; 2井冈山大学生命科学学院, 江西吉安 343009)
  • 出版日期:2024-03-10 发布日期:2024-03-15

Suitable distribution pattern and early warning of invasive species Mirabilis japala under climate change scenarios in China.

SU Qitao1,2, ZOU Zhengrong1, DU Zhixuan2, ZHOU Bing2*   

  1. (1College of Life Sciences, Jiangxi Normal University, Nanchang 330022, China; 2School of Life Sciences, Jinggangshan University, Ji’an 343009, Jiangxi, China).

  • Online:2024-03-10 Published:2024-03-15

摘要: 阐明全球气候变化背景下入侵植物的分布格局变迁,对入侵植物的治理与防控具有重要的理论和实践意义。本研究以紫茉莉(Mirabilis japala)为对象,运用最大熵(MaxEnt)模型,基于全国范围内228个分布点和13个主要环境气候因子(来源于WorldClim的19个环境气候数据),模拟分析影响紫茉莉分布的主要环境因子,结合ArcMap软件分析当前和未来(2050s、2070s)3种气候情景下(RCP2.6、RCP4.5、RCP8.5)紫茉莉的适生区分布格局及变化规律。结果表明:MaxEnt模型预测结果准确度极高,训练集和测试集AUC值分别为0.983和0.980,影响紫茉莉分布的主要环境因子为最暖季度降水量;当前气候条件下,紫茉莉的适生面积429.06万km2,占我国国土的44.52%,除新疆外其余省份均有分布;未来3种气候情境下,紫茉莉潜在分布区整体呈现“南缩北扩”现象,适生区总面积增加,吉林南部、黑龙江南部以及内蒙古东南区域为主要扩张区域,分布质心向东北方向的高纬度地区迁移。因此,在全球气候变化情景下,紫茉莉在我国的适生区域增加并向北扩张。黑龙江和内蒙古以及吉林南部、西藏南部、四川北部、甘肃南部等部分区域应注意防范,防止紫茉莉扩张。


关键词: 紫茉莉, MaxEnt模型, 适生区, 分布格局, 气候变化

Abstract: It is of great theoretical and practical significance to clarify the distribution patterns of invasive plants under global climate change for the control and prevention of invasive plants. Based on 228 distribution points nationwide and 13 major environmental and climatic factors (from 19 environmental and climatic data of WorldClim), we simulated and analyzed the major environmental factors affecting the distribution of invasive species Mirabilis japala using MaxEnt model. Combined with ArcMap software, we analyzed the distribution pattern and change pattern of the suitable area of M. japala under three climate scenarios (RCP2.6, RCP4.5, RCP8.5) in the current and future (2050s and 2070s). The results showed that the prediction accuracy of MaxEnt model was extremely high, with the AUC value of training data and test data being 0.983 and 0.980, respectively. Precipitation of the warmest quarter was the main environmental factor affecting the distribution of M. japala. In current climate condition, the total suitable area was 429.06×104 km2, accounting for 44.52% of the total land area, located in all provinces except Xinjiang in China. Under the three climate scenarios in the future, the potential distribution area of M. japala will be shrinking in the south, expanding in the north, and the total area of suitable area will increase. The southern part of Jilin, the southern part of Heilongjiang and the southeastern part of Inner Mongolia are the main expansion areas, and the center of mass migrates to the high latitude areas in the northeast direction. In conclusion, under the scenario of global climate change, the suitable area of M. japala in China will increase and expand  northward. Some regions in Heilongjiang, Inner Mongolia, southern Jilin, southern Tibet, northern Sichuan and southern Gansu should take precautions to prevent the expansion of M. japala.


Key words: Mirabilis japala, MaxEnt model, suitable area, distribution pattern, climate change