Evaluating Impacts of Biochar and Inorganic Fertilizer Applications on Soil Quality and Maize Yield Using Principal Component Analysis

Agronomy Pub Date : 2024-08-12 DOI:10.3390/agronomy14081761
Oluwaseun Temitope Faloye, Ayodele Ebenezer Ajayi, Viroon Kamchoom, Olayiwola Akin Akintola, Philip Gbenro Oguntunde
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Abstract

A 2-year field experiment was conducted to test the effects of individual and co-application of biochar and inorganic fertilizer on soil quality using the principal component analysis (PCA) technique. The dry season field experiments were performed with biochar applied at 0 and 20 t ha−1, and fertilizer at 300 and 0 kg ha−1 (control). The factorial combinations of the above-mentioned treatments were subjected to irrigation at 60, 80, and 100% of irrigation amounts (IAs). Soil hydro-physical and chemical properties and grain yield were determined at harvest. Results from the PCA indicated that the soil total nitrogen (N) and moisture content (MC) were the soil properties mostly affecting the grain yield. The amendments’ effects on the soil physico-chemical properties and maize yield were in the order control < biochar < fertilizer < biochar + fertilizer. The derived comprehensive soil quality index (CSQI) from the PCA showed that the soil quality increased by 76, 100, and 200% in treatments individually applied with biochar, inorganic fertilizer, and the co-applications. This study therefore showed that the PCA revealed the actual dynamics in soil properties, in terms of the SQI upon the soil amendment addition, as well as their relationship with maize yield under different weather conditions.
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利用主成分分析法评估施用生物炭和无机肥料对土壤质量和玉米产量的影响
通过为期两年的田间试验,采用主成分分析(PCA)技术测试了单独施用和联合施用生物炭和无机肥对土壤质量的影响。旱季田间试验的生物炭施用量为 0 吨/公顷和 20 吨/公顷,化肥施用量为 300 千克/公顷和 0 千克/公顷(对照)。上述处理的因子组合分别以 60、80 和 100%的灌溉量(IAs)进行灌溉。收获时测定土壤水文物理和化学特性以及谷物产量。PCA 结果表明,土壤全氮(N)和含水量(MC)是对谷物产量影响最大的土壤特性。改良剂对土壤理化性质和玉米产量的影响顺序为对照 < 生物炭 < 肥料 < 生物炭 + 肥料。根据 PCA 得出的土壤综合质量指数(CSQI)显示,在单独施用生物炭、无机肥和联合施用的处理中,土壤质量分别提高了 76%、100% 和 200%。因此,这项研究表明,PCA 揭示了土壤改良剂添加后土壤质量指数(SQI)的实际动态变化,以及它们在不同气候条件下与玉米产量的关系。
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