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降水格局变化与气候变暖协同驱动荆条适宜分布区北向迁移

何柏锐, 王朋涛, 吕江龙, 韩慧慧, 张军, 于飞, 石玉杰   

  1. 河南师范大学生命科学学院,河南省濮阳黄河湿地生态系统野外科学观测研究站, 453007
    国家石油天然气管网集团有限公司建设项目管理分公司, 065001
    东北师范大学生命科学学院,植被生态科学教育部重点实验室,吉林松嫩草地生态系统国家野外科学观测研究站, 130024
    中国科学院生态环境研究中心,区域与城市生态安全全国重点实验室, 100085
  • 收稿日期:2026-04-27 修回日期:2026-06-02
  • 基金资助:
    国家自然科学青年基金项目(42407615)

Northward Migration of the Suitable Habitat of Vitex negundo var. heterophylla Driven by Altered Precipitation Patterns and Climate Warming

  1. , 453007,
    , 065001,
    , 130024,
    , 100085,
  • Received:2026-04-27 Revised:2026-06-02

摘要: 在全球气候变化背景下,荆条(Vitex negundo var. heterophylla)作为中国北方水土保持与生态恢复的重要树种,明确其潜在适生区格局及对未来气候的响应,对于维护生态系统稳定和提升陆地碳汇能力具有重要意义。本研究基于180个荆条分布点位及14项环境因子,应用优化参数后的MaxEnt模型(特征组合FC = LQH,正则化乘数RM = 2),预测了当前及未来两种共享社会经济路径下的气候变化情景下(SSP2-4.5与SSP5-8.5,简称SSP245与SSP585)荆条在中国的潜在适生区分布,并识别其主导环境因子及空间格局演变特征。结果表明:(1)降水量季节性变化(bio15)、最湿月份降水量(bio13)和最冷月平均气温(bio11)是影响荆条分布的主要环境因子,累计贡献率超过80%;(2)在当前气候条件下,荆条总适生区面积约为56.81万平方公里,占国土面积的5.92%,主要分布于辽宁、华北地区、陕西、甘肃东南部、河南北部、山东及四川局部;(3)未来气候情景下,荆条适生区总面积在SSP245情景下呈先增后减趋势,而在SSP585情景下则持续增加;(4)两种情景下适生区均显著向北及西北方向扩张,而在四川、陕甘交界、河南北部及山东南部等地出现收缩,其中在SSP585情景下的扩张趋势更为明显。本研究为荆条在生态修复、水土保持及碳汇功能提升等方面的科学利用提供了理论依据。

关键词: 荆条, MaxEnt模型, 潜在适生区, 气候变化

Abstract: Aims Vitex negundo var. heterophylla is an important shrub species for soil and water conservation and ecological restoration in northern China. Our objective was to identifying its potential suitable habitats under current and future climate scenarios, and to determine the dominant environmental factors controlling its distribution. Methods Based on 180 distribution records and 14 environmental factors, we applied an optimized MaxEnt model (feature combination FC = LQH, regularization multiplier RM = 2) to predict the potential suitable range of Vitex negundo var. Heterophylla in China under current (1970–2000) and future (2021–2040, 2041–2060, 2061–2080) climate scenarios (SSP2-4.5 and SSP5-8.5, abbreviated as SSP245 and SSP585). Model parameter optimization was performed using the ENMeval package in R software. Spatial pattern dynamics were analyzed using ArcGIS 10.8. Important findings Seasonal variation in precipitation, precipitation of the wettest month, and mean temperature of the coldest quarter were the dominant environmental factors, with a cumulative contribution exceeding 80%. Under current climate conditions, the total suitable area is approximately 568,100 km², accounting for 5.92% of China's land area, and is concentrated in Liaoning, North China, Shaanxi, southeastern Gansu, northern Henan, Shandong, and parts of Sichuan.Under SSP245, the total suitable area first increases then decreases, while under SSP585 it continuously increases. Under both scenarios, the suitable area expands significantly northward and northwestward, with contraction occurring in Sichuan, the Shaanxi–Gansu border area, northern Henan, and southern Shandong. The expansion is more pronounced under SSP585. This study provides a theoretical basis for the scientific utilization of this species in ecological restoration, soil and water conservation, and carbon sequestration.

Key words: Vitex negundo var. heterophylla, MaxEnt model, potential suitable habitat, climate change