川东丘陵区耕层土壤有机碳含量空间格局及影响因素

    Spatial pattern and influencing factors of topsoil organic carbon contents in hilly and mountainous regions of Eastern Sichuan in China

    • 摘要: 客观掌握土壤有机碳含量分布空间格局及其相关影响因素互动机理,对于提升土壤理化性质、合理科学利用土地具有重要意义。该研究基于川东丘陵地区1301个土壤观测样点数据为,运用统计分析法、空间地统计分析法和多种集成学习分析法,探究外部环境随机环境因素和土壤资源禀赋因素两大系统对川东丘陵地区土壤有机碳空间分布特征及变异特征的影响及相关性。结果表明,川东丘陵地区土壤有机碳含量在4.91~15.26 g/kg之间,平均值为7.39 g/kg,变异系数为21.70%,具有中等程度的离散特征与空间变异性;克里金插值预测结果表明,川东丘陵地区土壤有机碳含量空间格局整体呈“北高南低”的分布特征,南部地区呈自南向北逐次递增分布格局。土壤有机碳含量由外部环境随机因素和土壤结构禀赋因素共同决定;土壤质地类型和土壤理化性质对川东丘陵地区的土壤有机碳含量影响最大,而地形条件与气候条件对于有机碳含量影响力则相对较弱。

       

      Abstract: The spatial distribution of soil organic carbon (SOC) and its influencing factors are very crucial to the soil properties and sustainable land use. Among them, the hilly area of eastern Sichuan is dominated in the food security and ecological protection. However, some agricultural practices (such as over-cultivation and excessive use of fertilizers) have led to the decline in the SOC content. There are the increasing risks on the soil health and the long-term sustainable agriculture. This study aims to explore the SOC distribution in the hilly areas of eastern Sichuan, according to the unique terrain and soil texture characteristics. 1 301 soil samples were collected from five fields in the various districts and counties, indicating the representative coverage of all secondary cultivated land categories. The soil samples were taken at a depth of 15–30 cm with the distribution of organic carbon in agricultural soils. A systematic analysis was implemented on the influencing factors on SOC content. Two categories were classified into: external environmental random and soil endowment factors. External environmental factors included the meteorological data, such as annual mean temperature and precipitation. While the soil endowment factors were encompassed the physicochemical inherent properties of the soil, including texture, parent material, and nutrient content characteristics. Topographical data (such as slope and elevation) was derived from DEM (Digital Elevation Model) calculations, in order to explore the impact of terrain on the SOC distribution. A combination of statistical methods, spatial analysis, and random forest models was employed to assess the correlation between these influencing factors and the SOC distribution. Results indicate that: 1) SOC content was ranged from 4.91 to 15.26 g/kg in the hilly areas of eastern Sichuan, with an average of 7.39 g/kg and a coefficient of variation of 21.70%. It infers that there was the moderate spatial variability across the region. 2) The Gaussian model revealed a nugget effect of 0.173, with a nugget ratio of 61.5%, indicating the moderate spatial variation at small scales. 3) The Kriging interpolation was used to predict a spatial pattern of SOC distribution. A "north high, south low" trend was found with the SOC levels gradually increasing from the southern to northern regions. This spatial variation was attributed to the external environmental random factors and soil endowment factors. 4) Climate and topography shared the significant correlations with the SOC content (P < 0.01). Among them, annual mean temperature displayed a strong negative correlation (-0.72) with the SOC content, while the correlations with precipitation (0.34) and slope (0.30) were relatively weak. 5) Soil texture and physicochemical properties were the most significant influencing factors on the SOC content, overshadowing the influence of topographical and climatic conditions. The findings were emphasized that the soil management practices (particularly on the soil texture and nutrient levels) shared the greatest impact on the SOC distribution. 6) The various models were tested. Among them, the random forest regression model performed the best to predict the SOC distribution. Therefore, the nutrient content was identified as the most critical influencing factor on SOC, accounting for 61.3% of the spatial variation. In contrast, topographical factors were contributed only 1.7%, indicating the relatively minor role of terrain in determining SOC levels. These findings suggest that the soil nutrient management can be expected to enhance the SOC content in the sustainable agricultural practices in the hilly areas of eastern Sichuan. This finding can provide the promising insights for the influencing factors on SOC distribution. The importance of targeted land management was highlighted to enhance the soil health for the sustainable agricultural productivity.

       

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