3 results

Hydropedological digital mapping: machine learning applied to spectral VIS-IR and radiometric data dimensionality reduction

Priscilla Azevedo dos Santos ORCID logo , Helena Saraiva Koenow Pinheiro ORCID logo , Waldir de Carvalho Carvalho ORCID logo , Igor Leite da Silva ORCID logo , Nilson Rendeiro Pereira ORCID logo , Silvio Barge Bhering ORCID logo , [...]

03/Oct/2023

ABSTRACT Pedosphere-hydrosphere interface accounts for the association between soil hydrology and landscape, represented by topographic and Remote Sensing data support and integration. This study aimed to analyze different statistical radiometric and spectral data selection methods and dimensionality reduce environment-related data to support the classification of soil physical-hydric properties, such as soil basic infiltration rate (bir) and saturated hydraulic conductivity (Ksat); as well as to act in data mining processes applied to hydropedological properties digital mapping. Accordingly, research integrated information from […]

Visual Abstract

Interrill erodibility of different sandy soils increases along a catena in the Caiuá Sandstone Formation

Edivaldo Lopes Thomaz ORCID logo , Jonez Fidalski ORCID logo

13/Jan/2020

ABSTRACT Soil erosion in tropical areas is a major problem for sustainability in agriculture and soil stability. In the Northwest of Paraná, cassava crop is produced using a conventional tillage system along a catena consisting of different soil classes: Ferralsols (near the summit), Lixisols (mid-slope), and Arenosols (foot-slope). Therefore, differential soil erosion rate and soil degradation are expected along the catena. Here, we test the erodibility of the three sandy soil classes in a representative catena of the Caiuá Sandstone […]

Visual Abstract

Rill erosion on an oxisol influenced by a thin compacted layer

Edivaldo Lopes Thomaz

01/Oct/2013

The presence of compacted layers in soils can induce subprocesses (e.g., discontinuity of water flow) and induces soil erosion and rill development. This study assesses how rill erosion in Oxisols is affected by a plow pan. The study shows that changes in hydraulic properties occur when the topsoil is eroded because the compacted layer lies close below the surface. The hydraulic properties that induce sediment transport and rill formation (i.e., hydraulic thresholds at which these processes occur) are not the […]