四川盆地耕地土壤氮素含量特征及其影响因素

Characteristics and Influencing Factors of Soil Nitrogen in Cropland Soil Across the Sichuan Basin

  • 摘要:
    目的 探究区域耕地土壤氮素的空间分布特征及其与各种影响因素之间的关系,对于指导农业精准施肥和保护生态环境具有重要意义。
    方法 基于4409个耕地表层土壤(0 ~ 20 cm)采样点数据,利用一般统计分析、方差分析和相关分析,研究四川盆地耕地表层土壤氮素的空间分布格局及其影响因素,并在此基础上利用随机森林模型探究各种影响因子的相对重要程度。
    结果 研究区耕层土壤全氮和碱解氮含量均值分别为1.43 g kg−1和113.85 mg kg−1,均处于第三级(中等)水平;变异系数分别为34.27%和38.38%,均具有中等强度的空间变异性。研究区土壤全氮和碱解氮的空间分布具有一致性,总体呈现盆地中部低、盆周山地高的空间分布格局。随机森林模型分析结果表明,气候和土壤质地是影响四川盆地耕地表层土壤氮素空间分布最主要的因素,人为因素的相对重要程度远低于土壤质地和气候。
    结论 为确保秸秆还田和施肥的有效性和精准性,在施肥过程中需综合考虑土壤质地与气候因素的影响;在土壤氮素含量较高的区域比如岷江流域,应控制氮肥的施用。

     

    Abstract:
    Objective The aims were to investigate the spatial distribution characteristics of soil nitrogen and its relationship with various influencing factors in regional cultivated land, in order to guide precision fertilization and to protect the ecological environment.
    Methods Based on 4,409 topsoil (0 ~ 20 cm) samples from cultivated land, this study employed general statistical methods, ANOVA, and correlation analysis to examine the spatial distribution patterns of soil nitrogen and its influencing factors in the Sichuan Basin. A random forest model was further applied to evaluate the relative importance of different factors.
    Results The mean contents of total nitrogen and alkali-hydrolyzable nitrogen in the topsoil were 1.43 g kg1 and 113.85 mg kg1, both at a moderate level (Grade III). The coefficients of variation were 34.27% and 38.38%, indicating moderate spatial variability. The spatial distribution of total nitrogen and alkali-hydrolyzable nitrogen showed consistent patterns, generally characterized by lower values in the central basin and higher values in the surrounding mountainous areas. The random forest model revealed that climate and soil texture were the most critical factors influencing the spatial distribution of soil nitrogen, whereas anthropogenic factors had a relatively minor impact compared to natural factors.
    Conclusion To enhance the effectiveness and precision of straw returning and fertilization, soil texture and climatic conditions should be comprehensively considered. In regions with higher soil nitrogen content (e.g., the Minjiang River Basin), nitrogen fertilizer application should be controlled to minimize environmental risks.

     

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