欢迎访问《生态学杂志》官方网站,今天是

生态学杂志 ›› 2026, Vol. 45 ›› Issue (8): 2727-2737.doi: 10.13292/j.1000-4890.202608.015

• 研究论文 • 上一篇    下一篇

未来气候情景下长蕊木兰在中国的潜在适生分布区预测

马婷,杨光磊,王紫娟*   

  1. (大理大学农学与生物科学学院, 云南大理 671003)

  • 出版日期:2026-08-10 发布日期:2026-08-19

Potential distribution of Alcimandra cathcartii in China under future climate scenarios.

MA Ting, YANG Guanglei, WANG Zijuan*   

  1. (College of Agriculture and Biological Science, Dali University, Dali 671003, Yunnan, China).

  • Online:2026-08-10 Published:2026-08-19

摘要: 长蕊木兰(Alcimandra cathcartii)是我国二级保护植物,正面临气候变化的严峻威胁。本研究基于优化的MaxEnt模型,结合多变量环境相似面(MESS)和最不相似变量(MoD)分析,预测了该物种在中国当前及未来4个时期(2030s、2050s、2070s、2090s)3种气候情景下(SSP126、SSP245、SSP585)的适生区变化。结果显示,模型预测结果较可靠(受试者工作特征曲线下面积AUC>0.97,真实技能统计值TSS>0.93,连续Boyce指数CBI>0.94),温度季节性变化、最热季度的降水量、等温性、最冷季度的降水量、海拔和最热季度的平均温度是影响其地理分布的关键环境因子。当前适生区总面积76.62×104 km2,占全国陆地总面积的7.98%,其中高适生区(13.01×104 km2)集中于云南西南部至东南部及西藏南部。未来气候情景下,适生区总体呈现先增后趋缓的趋势。SSP126情景下,高适生区于2070s达峰值35.50×104 km2,随后收缩,SSP245情景下,总体适生区(低、中、高适生区)变化相对稳定。高排放情景(SSP585)下退化风险显著,高适生区在2070s锐减至24.58×104 km2,2090s虽有所回升,但空间格局上核心区的生境破碎化程度加剧。气候异常区总体随排放强度增加而扩展,主导异常因子由降水因子逐步转变为温度因子,南部集中适生区及东南边缘区脆弱性显著加剧。质心迁移分析显示,SSP126和SSP245情景下相较于当前质心总体向东北方向迁移,SSP585情景下后期(2050s—2090s)质心迁移方向相较于上一时期依次转变,2050s转向西南、2070s转向西北、2090s转向南,反映高排放情景下适生区的高度不稳定性。建议将云南-藏南地区列为优先保护的核心区域。


关键词: 长蕊木兰, 潜在分布区, MaxEnt

Abstract: Alcimandra cathcartii is a Class II nationally protected plant species in China, facing severe threats from climate change. In this study, we predicted changes in its suitable habitat across China under current conditions and four future periods (2030s, 2050s, 2070s, and 2090s) across three climate scenarios (SSP126, SSP245, and SSP585), by combining an optimized MaxEnt model with multivariate environmental similarity surface (MESS) and most dissimilar variable (MoD) analyses. Results indicated reliable model predictions (area under the receiver operating characteristic curve AUC >0.97, true skill statistic TSS >0.93, continuous Boyce index CBI >0.94). Temperature seasonality, precipitation in the hottest quarter, isothermality, precipitation in the coldest quarter, elevation, and mean temperature in the hottest quarter were identified as the key environmental factors influencing the geographical distribution of this species. The current total area of suitable habitat was 76.62×104 km2, accounting for 7.98% of total land area in China, with highly suitable habitat (13.01×104 km2) being concentrated in southwestern to southeastern Yunnan and southern Tibet. Under future climate scenarios, the suitable habitat area showed an overall trend of first increase followed by a gradual slowdown. Under the SSP126 scenario, the highly suitable habitat peaked at 35.50×104 km2 in the 2070s before contracting. Under the SSP245 scenario, the overall suitable habitat (lowly, moderately, and highly suitable habitats) remained relatively stable. However, under the high-emission scenario (SSP585), degradation risks were most pronounced. The highly suitable habitat sharply declined to 24.58×104 km2 in the 2070s. Although it partially recovered by the 2090s, habitat fragmentation in the core areas continued to intensify. Climate anomaly zones expanded overall with increasing emission intensity. The dominant anomaly factors gradually shifted from precipitation-related factors to temperature factors, with the vulnerability of southern concentrated suitable habitats and southeastern marginal areas significantly increasing. Centroid migration analysis showed that the centroids under the SSP126 and SSP245 scenarios migrated overall toward the northeast compared to the current period, while under the SSP585 scenario the migration direction shifted successively compared to the preceding period during the later periods (2050s-2090s), toward the southwest in the 2050s, toward the northwest in the 2070s, and toward the south in the 2090s, reflecting the high instability of suitable habitats under high-emission scenarios. The Yunnan-southern Tibet region is recommended as a priority core conservation area.


Key words: Alcimandra cathcartii, potential suitable habitat, MaxEnt