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Pedotransfer functions for adsorbed phosphorus evaluations using magnetic susceptibility for mapping purposes
Precision Agriculture ( IF 5.4 ) Pub Date : 2023-05-31 , DOI: 10.1007/s11119-023-10030-y
Luis Fernando Vieira da Silva , Laércio Santos Silva , Daniel de Bortoli Teixeira , Frederico Luiz Siansi , Ana Beatriz Coelho França , José Marques Júnior

This study evaluated the spatial variability of magnetic minerals and the potential of mass-specific magnetic susceptibility (χlf) to recognize minimum areas of phosphorus adsorbed (Pads). In an area of 443 ha cultivated with sugar cane in the state of São Paulo, 84 soil samples were collected at a depth range of 0.0–0.20 m. Analysis of mass-specific magnetic susceptibility at low (χlf) and high (χhf) frequencies was performed in all soil samples. Characterization of ferrimagnetic minerals was carried out by X-ray diffraction (XRD) and the chemical distinction between lithogenic (magnetite-Mt) and pedogenic (maghemite-Mh) ferrimagnetic minerals was determined by χlf before and after chemical reduction by citrate-bicarbonate-dithionite (CBD), with subsequent determination of Pads. The analytical results were evaluated by descriptive analysis and the spatial pattern was assessed by applying the geostatistical technique. χlf differentiated soils from their respective parent material even under conditions of high weathering and lithologic complexity. Positive linear correlations between Pads and clay (R2 = 0.77; p < 0.01), Pads and χlf (R2 = 0.86; p < 0.01), and Pads and Mh (R2 = 0.84; p < 0.01) indicated the use of χlf as a component of pedotransfer functions (PTF) for indirect quantification of Pads in the soil. Quantification of Mh and Mt by χlf was more sensitive than by XRD. The spatial pattern of ferrimagnetic minerals indicated that Mh originated from the direct oxidation of Mt. Soil χlf was sensitive to the spatial variability of Pads and might have assisted with the identification of minimum areas of phosphate fertilization in soils under lithologic complexes.



中文翻译:

使用用于映射目的的磁化率评估吸附磷的 Pedotransfer 函数

本研究评估了磁性矿物的空间变异性和质量比磁化率 (χ lf ) 识别磷吸附最小面积 (P ads )的潜力。在圣保罗州 443 公顷的甘蔗种植区,在 0.0–0.20 米的深度范围内采集了 84 个土壤样本。对所有土壤样品进行了低频 (χ lf ) 和高频 (χ hf )的质量比磁化率分析。通过 X 射线衍射 (XRD) 对亚铁磁性矿物进行表征,并通过 χ lf 确定成岩(磁铁矿-Mt)和成土(磁赤铁矿-Mh)亚铁磁性矿物之间的化学区别用柠檬酸盐-碳酸氢盐-连二亚硫酸盐 (CBD) 进行化学还原之前和之后,随后测定 P ads。通过描述性分析评估分析结果,并通过应用地质统计学技术评估空间格局。即使在高度风化和岩性复杂的条件下,χ lf也能将土壤与其各自的母质区分开来。P ads和粘土 (R 2  = 0.77; p  < 0.01)、P ads和 χ lf (R 2  = 0.86; p  < 0.01) 以及 P ads和 Mh (R 2  = 0.84; p < 0.01) 表示使用 χ lf作为土壤传递函数 (PTF) 的一个组成部分来间接量化土壤中的磷广告。通过 χ lf对 Mh 和 Mt 进行量化比通过 XRD 更灵敏。亚铁磁性矿物的空间格局表明,Mh 起源于山的直接氧化。土壤 χ lf对 P ads的空间变异性敏感,可能有助于识别岩性复合体下土壤中磷肥的最小面积。

更新日期:2023-06-01
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