广西林业科学2024,Vol.53Issue(4) :438-446.DOI:10.19692/j.issn.1006-1126.20240404

基于最小数据集的油茶林土壤质量评价

Soil Quality Evaluation of Youcha(Camellia)Forests Based on Minimum Data Set

罗蜜 潘波 王会利 劳贵连 方贵凤 江海涛
广西林业科学2024,Vol.53Issue(4) :438-446.DOI:10.19692/j.issn.1006-1126.20240404

基于最小数据集的油茶林土壤质量评价

Soil Quality Evaluation of Youcha(Camellia)Forests Based on Minimum Data Set

罗蜜 1潘波 2王会利 2劳贵连 3方贵凤 4江海涛5
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作者信息

  • 1. 南宁师范大学 北部湾环境演变与资源利用教育部重点实验室,广西南宁 530001;南宁师范大学 广西地表过程与智能模拟重点实验室,广西南宁 530001
  • 2. 广西壮族自治区林业科学研究院,广西南宁 530002
  • 3. 北海市政务服务中心,广西北海 536000
  • 4. 南宁师范大学 北部湾环境演变与资源利用教育部重点实验室,广西南宁 530001
  • 5. 广西壮族自治区国有维都林场,广西来宾 546100
  • 折叠

摘要

为给油茶(Camellia)林土壤质量提升和改善提供理论支撑,测定土壤pH值及有机质、全氮、全磷、全钾、水解氮、有效磷、速效钾、代换性钙、代换性镁、有效铜、有效锌、有效硼、有效铁和有效锰含量,采用主成分分析法和聚类分析法建立最小数据集,基于土壤质量指数(SQI)对油茶林土壤质量进行评价.结果表明,油茶林养分属于中等水平,土壤pH值为4.77,酸化现象明显.基于主成分分析法建立最小数据集的评价指标包括全氮、有效磷、代换性镁、有效铜和有效锰含量.基于主成分分析法建立最小数据集计算的油茶林SQI为0.249~0.684,均值为0.459,土壤质量等级以Ⅱ~Ⅴ级为主,无Ⅰ级土壤.与聚类分析法相比,基于主成分分析法建立最小数据集能提取大部分数据信息,可有效评价油茶林土壤质量.

Abstract

In order to provide theoretical support for enhancement and improvement of soil qualities of Youcha(Camellia)forests,soil pH and contents of organic matter,total nitrogen,total phosphorus,total potassium,hy-drolyzable nitrogen,available phosphorus,available potassium,substitutional calcium,substitutional magne-sium,available copper,available zinc,available boron,available iron and available manganese were deter-mined.Principal component analysis(PCA)and cluster analysis(CA)were used to establish minimum data sets.Soil quality of Youcha forests was evaluated based on soil quality index(SQI).Results showed that nutri-ents in Youcha forests belonged to medium levels.Soil pH value was 4.77,with obvious acidification.Evalua-tion indexes in minimum data set established by PCA included contents of total nitrogen,available phosphorus,substitutional magnesium,available copper and available manganese.SQI of Youcha forests calculated by mini-mum data set established by PCA ranged from 0.249 to 0.684,with mean of 0.459.Soil quality level mainly dis-tributed fromⅡtoⅤ,without levelⅠ.Minimum data set established by PCA could extract most of data infor-mation compared with CA and could effectively evaluate soil quality of Youcha forests.

关键词

主成分分析/聚类分析/最小数据集/土壤质量指数/油茶林

Key words

principal component analysis/cluster analysis/minimum data set/soil quality index/Youcha(Ca-mellia)forest

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基金项目

中央引导地方科技发展资金项目(桂科ZY21195026)

广西林业科技项目(桂林科字[2021]第3号)

科技创新基地建设项目(桂科ZY21195026)

广西科技基地和人才专项项目(桂科AD23026073)

出版年

2024
广西林业科学
广西壮族自治区林业科学研究院

广西林业科学

CSTPCD
影响因子:0.59
ISSN:1006-1126
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