首页|木荷适生区分析及未来气候下在中国潜在适生区预测

木荷适生区分析及未来气候下在中国潜在适生区预测

Analysis of Suitable Areas of Schima Superba and Prediction of Potential Suitable Areas in China under Future Climate

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目的:木荷(Schima superba)是植被演替过程中的先锋树种,构建森林防火带的理想树种.研究木荷的生态特征及预测未来气候下木荷在中国的潜在适生区,为我国培育大径级储备林、增加森林碳储量、助力碳中和提供理论依据.方法:基于375个木荷分布点,以气候、土壤、地形为环境因子,采用MaxEnt模型结合GIS技术进行研究.结果:模型测试集AUC平均值0.952,训练集AUC平均值0.957,模型预测精度较高,可以准确预测环境因子对木荷分布区的影响.气候因子对木荷的分布影响最大,其中最冷季度的降雨量是影响我国木荷适生区分布最主要的环境因子,模型贡献率达76.3%,其次是年降雨量、高程、土壤类别、季节性温度变化标准差,以上5个因子贡献率累计达98.9%,对木荷的分布起决定性作用.结论:木荷在我国的潜在适生区面积约为1.818×106 km2,约占国土陆地面积的18.94%,主要集中在长江以南地区的第三阶梯及第二阶梯,主要包括浙江、江西、福建、湖南、广东、广西、台湾、海南、贵州等地.在未来气候不同路径下,2060s、2080s木荷极高、高、中、低适生区的分布范围均发生变化,呈现出"南退、西扩"趋势,逐渐向高海拔地区迁移;极高适生区则有逐渐向"西南"迁移的趋势.
Objective:Schima superba was a pioneer tree in the process of vegetation succession,and an ideal tree for constructing forest fire prevention belts.The study of the ecological characteristics of S.superba and the prediction of its potential suitable areas in China in the future climate provide a theo-retical basis for cultivating large-diameter reserve forests,increasing forest carbon storage and assist-ing China in achieving carbon neutrality.Methods:The author based on 375 distribution points of S.su-perba,took climate,soil and topography as environmental factors and conducted the research by using MaxEnt model combined with GIS technology.Results:The results showed that the AUC values of MaxEnt model training and test data were 0.936 and 0.943 respectively,indicating that the model had high prediction accuracy and could accurately predict the impact of environmental factors on the distri-bution area of S.superba.Climatic factors had the greatest influence on the distribution of S.superba,and the rainfall in the coldest season was the most important environmental factor affecting the distribu-tion of the suitable area of S.superba in China,with the model contribution rate reaching 76.3%.Cli-mate factors had the greatest influence on the distribution of S.superba,and the rainfall in the coldest season was the most important environmental factor affecting the distribution of the suitable area of S.superba in China,with the model contribution rate as high as 76.3%.The following factors were annu-al rainfall,elevation,soil category and standard deviation of seasonal temperature variation.The con-tribution rate of the above five factors reached 98.9%,which played a decisive role in the distribution of S.superba.Conclusion:The potential suitable area of S.superba in China was approximately 1.818×106 km2,accounting for approximately 18.94%of the country's land area.There mainly concen-trated in the third and second steps south of the Yangtze River,including Zhejiang,Jiangxi,Fujian,Hunan,Guangdong,Guangxi,Taiwan,Hainan,Guizhou,and other places.Under different future cli-mate scenarios in the 2060s and 2080s,the distribution range of S.superba extremely high,high,me-dium,and low suitable areas changed,showing a trend of"southward retreat and westward expan-sion",gradually migrating to higher altitude areas.The extremely suitable area gradually showed a trend of"southwestward migration".

MaxEnt modelSchima superbaPotential habitat areaEcological characteristics

丁德永、段洪、李咪者、龙贵莲、杨双娜

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红河州发展和改革委员会,云南 蒙自 661100

屏边县林业和草原局,云南 屏边 661200

开远市林业和草原局,云南 开远 661600

MaxEnt模型 木荷 潜在适生区 生态特征

2024

中国野生植物资源
中华全国供销合作总社南京野生植物综合利用研究院

中国野生植物资源

影响因子:0.667
ISSN:1006-9690
年,卷(期):2024.43(3)
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