欢迎访问《应用生态学报》官方网站,今天是 分享到:

应用生态学报 ›› 2025, Vol. 36 ›› Issue (10): 3105-3114.doi: 10.13287/j.1001-9332.202510.026

• 研究报告 • 上一篇    下一篇

基于MaxEnt模型的灰肉红菇在中国的适生区分布预测

吴瑞宣, 吕韦韦, 禹飞*, 范世明, 崔绍朋, 高瑞贺   

  1. 山西农业大学林学院, 山西晋中 030801
  • 收稿日期:2025-02-17 修回日期:2025-08-07 发布日期:2026-05-04
  • 通讯作者: *E-mail: yufei@sxau.edu.cn
  • 作者简介:吴瑞宣, 男, 2000年生, 硕士研究生。主要从事大型真菌的资源利用研究。E-mail: 921831081@qq.com
  • 基金资助:
    国家自然科学基金项目(32101499)和山西农业大学科技创新基金项目(2020BQ85)

Predicting the suitable distribution of Russula griseocarnosa in China based on Maxent model

WU Ruixuan, LYU Weiwei, YU Fei*, FAN Shiming, CUI Shaopeng, GAO Ruihe   

  1. College of Forestry, Shanxi Agricultural University, Jinzhong 030801, Shanxi, China
  • Received:2025-02-17 Revised:2025-08-07 Published:2026-05-04

摘要: 灰肉红菇是一种野生的药食用外生菌根菌,目前对于其当前和未来的适生区状况尚不清晰。本研究基于灰肉红菇在中国的分布数据,利用优化参数后的MaxEnt模型预测当前以及未来气候变化下灰肉红菇潜在适宜生境,并评估影响灰肉红菇分布的重要环境因子。结果表明:灰肉红菇的受试者工作特征曲线下面积值>0.9,表示模型的预测结果具有高度可靠性。环境因子贡献率表明,影响灰肉红菇分布的最主要环境因子为最冷季度平均温度,贡献率达46.5%,适生阈值为7.3~18.2 ℃;其次为最湿季度平均温度、土壤盐基饱和度和最冷季度降水量,贡献率分别为17.4%、12.9%和6.9%,其适宜范围分别为16.5~27.4 ℃、6.9%~53.3%和74.1~269.4 mm,累计贡献率达83.7%。当前气候情景下,灰肉红菇的适生区面积为40.47×105 km2,其中,高适生区、中适生区和低适生区面积分别为6.58×105、20.98×105和26.56×105 km2,高适生区主要分布在云南、广西、广东和福建等省区。未来气候变化下灰肉红菇适生区呈现出增加趋势,SSP3-7.0情景下2070s的适生区总面积将达到最大,面积约为69.97×105 km2。未来,灰肉红菇适生区质心将整体向东北方向迁移,趋势表现为由低纬度向高纬度迁移。

关键词: 灰肉红菇, MaxEnt模型, 环境因子, 适生区

Abstract: Russula griseocarnosa is a wild medicinal edible ectomycorrhizal fungus. Its current and future distributions are unclear. Based on the distribution data, we used the optimized MaxEnt model to predict the potential sui-table habitat of R. griseocarnosa under current and future climate conditions, and evaluate the important environmental factors driving its distribution pattern in China. The results showed that the area of the receiver operating characteristic curve was greater than 0.9, indicating that the model were highly reliable. The most important environmental factor affecting the distribution of R. griseocarnosa was the average temperature of the coldest quarter, with a contribution rate of 46.5%, and the suitable growth threshold was 7.3-18.2 ℃, followed by the average temperature of the wettest quarter, soil base saturation, and precipitation in the coldest quarter with contribution rates of 17.4%, 12.9%, and 6.9%. Their suitable ranges were 16.5-27.4 ℃, 6.9%-53.3%, and 74.1-269.4 mm respectively. The cumulative contribution rate of those factors reached 83.7%. Under the current climate scenario, the suitable habitat area of R. griseocarnosa was 40.47×105 km2. Among them, the areas of the highly suitable habitat, moderately suitable habitat, and lowly suitable habitat were approximately 6.58×105, 20.98×105 , and 26.56×105 km2, respectively. Highly suitable habitat mainly distributed in provinces such as Yunnan, Guangxi, Guangdong, and Fujian. Under future climate change, the suitable habitat areas of R. griseocarnosa would show an increasing trend. Under the SSP3-7.0 (2070s) scenario, the total area of the suitable habitat would reach the maximum, which was approximately 69.97×105 km2. In the future, the centroid of R. griseocarnosa exhibited an overall migration to the northeast, with a trend from low latitudes to high latitudes.

Key words: Russula griseocarnosa, MaxEnt model, environmental factor, suitable area