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

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

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 dimensionalit...

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Bibliographic Details
Main Authors: Priscilla Azevedo dos Santos, Helena Saraiva Koenow Pinheiro, Waldir de Carvalho Júnior, Igor Leite da Silva, Nilson Rendeiro Pereira, Silvio Barge Bhering, Marcos Bacis Ceddia
Format: Article
Language:English
Published: Sociedade Brasileira de Ciência do Solo 2023-10-01
Series:Revista Brasileira de Ciência do Solo
Subjects:
geoprocessing
hydropedology
applied statistics
radiometry
remote sensing
Online Access:http://www.scielo.br/scielo.php?script=sci_arttext&pid=S0100-06832023000100515&tlng=en

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http://www.scielo.br/scielo.php?script=sci_arttext&pid=S0100-06832023000100515&tlng=en

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