2022ConjecturasOpen access

Development of pedotransfer functions for Brazilian soils

Willames de Albuquerque Soares, Marco Aurélio Calixto Ribeiro de Holanda, Diogo Botelho Corrêa de Oliveira

Open full text 1 citations

Abstract

Pedotransfer Functions (PFT’s) have several applications in the agri-environmental field, hydrodynamically characterizing soils in a less costly and more accessible way. The work proposed to develop equations that characterized Brazilian tropical soils through numerical validations available in the HYBRAS database, comparing them with others available in the literature. To analyze the performance of the proposed methods, we investigated the classical hydrodynamic parameters. The nonlinear equations obtained the best modeling, followed by the linear model and two others. When compared to the literature, the PTFs developed in this study proved to be more effective in estimating all the hydrodynamic parameters evaluated, especially those developed from multiple nonlinear regressions. However, its use in the Plinthossols, Luvisols, and Vertisols classes is not recommended since they do not belong to the database. It is also not recommended to use PTF to estimate: i) the saturated volumetric humidity in silty soils; ii) the residual volumetric humidity for soils of the textural classes Clay and Loam; iii) the parameter α in silty clay Loam, clay Loam, and silty Loam soils; and iv) the parameter n of Loam class soils.

Open-access reader

About this research paper

What this paper is about

Pedotransfer Functions (PFT’s) have several applications in the agri-environmental field, hydrodynamically characterizing soils in a less costly and more accessible way. The work proposed to develop equations that characterized Brazilian tropical soils through numerical validations available in the HYBRAS database, comparing them with others available in the literature. To analyze the performance of the proposed methods, we investigated the classical hydrodynamic parameters. The nonlinear equations obtained the best modeling, followed by the linear model and two others. When compared to the literature, the PTFs developed in this study proved to be more effective in estimating all the hydrodynamic parameters evaluated, especially those developed from multiple nonlinear regressions. However, its use in the Plinthossols, Luvisols, and Vertisols classes is not recommended since they do not belong to the database. It is also not recommended to use PTF to estimate: i) the saturated volumetric humidity in silty soils; ii) the residual volumetric humidity for soils of the textural classes Clay and Loam; iii) the parameter α in silty clay Loam, clay Loam, and silty Loam soils; and iv) the parameter n of Loam class soils.

Why it matters

OpenAlex reports 1 citations for this work. Citation counts describe recorded attention and do not establish research quality.

Key contribution

A contribution statement is not available in the OpenAlex record.

Method / approach

Method details are not available in the OpenAlex metadata.

Main findings

Findings are not separately available in the OpenAlex metadata.

Limitations

Limitations are not available in the OpenAlex metadata.

Applications

Application details are not available in the OpenAlex metadata.

Available abstract

Pedotransfer Functions (PFT’s) have several applications in the agri-environmental field, hydrodynamically characterizing soils in a less costly and more accessible way. The work proposed to develop equations that characterized Brazilian tropical soils through numerical validations available in the HYBRAS database, comparing them with others available in the literature. To analyze the performance of the proposed methods, we investigated the classical hydrodynamic parameters. The nonlinear equations obtained the best modeling, followed by the linear model and two others. When compared to the literature, the PTFs developed in this study proved to be more effective in estimating all the hydrodynamic parameters evaluated, especially those developed from multiple nonlinear regressions. However, its use in the Plinthossols, Luvisols, and Vertisols classes is not recommended since they do not belong to the database. It is also not recommended to use PTF to estimate: i) the saturated volumetric humidity in silty soils; ii) the residual volumetric humidity for soils of the textural classes Clay and Loam; iii) the parameter α in silty clay Loam, clay Loam, and silty Loam soils; and iv) the parameter n of Loam class soils.

Key concepts: Loam, Soil water, Pedotransfer function, Soil science, Environmental science, Soil classification, Mathematics, Geotechnical engineering

Related papers

Back to paper searchBrowse research topicsOriginal source
Development of pedotransfer functions for Brazilian soils — Research Paper | ScholarLens