赵月玲, 林玉玲, 曹丽英, 马 丽, 陈桂芬. 基于主成分分析和聚类分析的土壤养分特性研究[J]. 华南农业大学学报, 2013, 34(4): 484-488. DOI: 10.7671/j.issn.1001-411X.2013.04.008
    引用本文: 赵月玲, 林玉玲, 曹丽英, 马 丽, 陈桂芬. 基于主成分分析和聚类分析的土壤养分特性研究[J]. 华南农业大学学报, 2013, 34(4): 484-488. DOI: 10.7671/j.issn.1001-411X.2013.04.008
    ZHAO Yueling, LIN Yuling, CAO Liying, MA Li, CHEN Guifen. A Study of Soil Nutrients Characteristics Based on Principal Component and Cluster Analysis[J]. Journal of South China Agricultural University, 2013, 34(4): 484-488. DOI: 10.7671/j.issn.1001-411X.2013.04.008
    Citation: ZHAO Yueling, LIN Yuling, CAO Liying, MA Li, CHEN Guifen. A Study of Soil Nutrients Characteristics Based on Principal Component and Cluster Analysis[J]. Journal of South China Agricultural University, 2013, 34(4): 484-488. DOI: 10.7671/j.issn.1001-411X.2013.04.008

    基于主成分分析和聚类分析的土壤养分特性研究

    A Study of Soil Nutrients Characteristics Based on Principal Component and Cluster Analysis

    • 摘要: 为明确吉林省中北部土壤养分变化特征,充分了解土壤本身的特性,达到合理施肥的目的,本研究对55个耕层土壤(0~30 cm)进行采样,测定分析了土壤pH以及土壤中速效氮、速效磷、速效钾、有机质和微量元素的含量,应用主成分分析和聚类分析方法评价了土壤肥力特性.结果表明,研究区的最佳分区数为6种养分类型:第Ⅰ类为缓效钾、有机质、锰和硼极低型;第Ⅱ类为速效钾、锰、铁和硼偏高,全磷偏低型;第Ⅲ类为有机质偏高,其他元素适中型;第Ⅳ类为速效钾偏低,缓效钾较高,硼偏低型,其他元素适中型;第Ⅴ类为速效钾、铁含量偏低, 其他元素适中型;第Ⅵ类为速效钾、全磷、pH偏高,锰偏低型.6种类型占比分别为40%、5%、24%、13%、13%和5%.为了简化施肥操作流程,也可把其分为更少的类型.

       

      Abstract: The objective of the study was to analyze and determine soil characteristics and apply fertilizer rationally by the results of available nitrogen, available phosphorus, available potassium, soil pH, organic matter, trace elements content characteristics in Jilin Province. Principal component analysis and cluster analysis methods were applied to evaluate fertility characteristics in the soil research. Soil characteristics of available nitrogen, available phosphorus and available potassium and organic matter, pH value, soil trace element content index were explored based on 55 soil samples (0-30 cm). The results showed that the optimal partition number was 6 nutrient clusters: Ⅰ) The content of Slow-release potassium, organic matter, manganese and boron was very low; Ⅱ) The content of total phosphorus was low, the content of Fe and boron was high; Ⅲ) The content of organic matter was high; Ⅳ) The content of available potassium was high, the content of boron was low; Ⅴ) The content of available potassium and Fe was low; Ⅵ) The content of available potassium, total phosphorus, pH were high, the content of manganese was low. The ratios of these 6 various clusters were 40%, 5%, 24%, 13%, 13% and 5%. In order to simplify the fertilization process, the soil categories could be divided into fewer classes.

       

    /

    返回文章
    返回