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生态学杂志 ›› 2024, Vol. 43 ›› Issue (2): 533-541.doi: 10.13292/j.1000-4890.202402.004

• 研究报告 • 上一篇    下一篇

基于MaxEnt和ArcGIS预测濒危植物资源冷杉潜在适生区分析

李莎1,2,莫舜华2,胡兴华2*,邓涛2   

  1. 1广西师范大学生命科学学院, 广西桂林 541006; 2广西壮族自治区中国科学院广西植物研究所, 广西桂林 541006)
  • 出版日期:2024-02-06 发布日期:2024-02-07

Prediction of potential suitable areas of endangered plant Abies ziyuanensis based on MaxEnt and ArcGIS.

LI Sha1,2, MO Shunhua2, HU Xinghua2*, DENG Tao2   

  1. (1College of Life Sciences, Guangxi Normal University, Guilin 541006, Guangxi, China; 2Guangxi Institute of Botany, Guangxi Zhuang Autonomous Region and Chinese Academy of Sciences, Guilin 541006, Guangxi, China).

  • Online:2024-02-06 Published:2024-02-07

摘要: 资源冷杉(Abies ziyuanensis)是我国特有的珍稀濒危物种,全球气候变化导致其生境脆弱且生长不佳。本研究分析气候变化对该物种地理分布的影响,为该物种在全球气候变化背景下的种群保护及野外回归提供理论依据。本研究结合资源冷杉现有地理分布数据和环境变量,利用最大熵模型(MaxEnt 3.4.4)和地理信息系统(ArcGIS 10.2),通过模拟未来两个时期的3种气候情景,预测资源冷杉潜在分布区域及其变化特征。结果表明:MaxEnt模型的预测准确性较高,AUC值达到0.998;在当前气候情景下,除广西、湖南、江西现存分布区外,福建西北部与江西交界处、台湾中北部高山地区也是资源冷杉最适宜生境区;最适宜生长的主要气候因子有最冷季度降水量、等温性、最干月降水量、最湿季度平均温,其范围分别为231.99~433.06 mm、≤21.8%、50.38~83.57 mm和10.6~20.5 ℃,峰值分别为331.11 mm、21.8%、67.19 mm和15.6 ℃;未来气候情景下,资源冷杉总适生区面积总体上呈扩张趋势;SSP126情景下,2021—2040年总适生区面积最大,为24.47万km2,比当前气候情景下增加63.7%;在SSP126与SSP585未来情景下,高适生区明显收缩,中、低适生区呈现扩张趋势。


关键词: 资源冷杉, 珍稀濒危植物, MaxEnt模型, 适生区

Abstract: Abies ziyuanensis, a rare and endangered species endemic to China, has fragile habitats and poor growth due to global climate change. We analyzed the impacts of climate change on the geographical distribution of this species, aiming to provide a theoretical basis for the population protection and reintroduction in the context of global climate change. The maximum entropy model (MaxEnt 3.4.4) and geographic information system (ArcGIS 10.2) were used to simulate three climate scenarios in the two future periods considering the existing geographical distribution data and environmental variables of A. ziyuanensis, aiming to predict potential distribution area and changes. The results showed that the MaxEnt model had high prediction accuracy, with AUC value of 0.998. Under the current climate scenario, the junction of northwest Fujian and Jiangxi, and the alpine region in the north-central part of Taiwan were the most suitable habitat areas for A. ziyuanensis, in addition to the current distribution areas of Guangxi, Hunan and Jiangxi. The main climatic factors suitable for its growth include precipitation of coldest quarter, isothermality, precipitation of driest month and mean temperature of wettest season, which range from 231.99-433.06 mm, ≤21.8%, 50.38-83.57 mm and 10.6-20.5 ℃, respectively, with the peak values being 331.11 mm, 21.8%, 67.19 mm and 15.6 ℃. In the future climate scenario, total suitable area of A. ziyuanensis will be generally expanded. Under the SSP126 scenario, the total suitable area will become the largest in 2021-2040, which will be about 244,700 km2 and increase by 63.7% compared with that under current climate scenario. In the scenarios of SSP126 and SSP585, the highly suitable area will obviously shrink, while the moderately and lowly suitable areas will show an expansion trend.


Key words: Abies ziyuanensis, rare and endangered plant, maximum entropy model, suitable area