<i>Smart-Map</i>: An Open-Source QGIS Plugin for Digital Mapping Using Machine Learning Techniques and Ordinary Kriging

Machine Learning (ML) algorithms have been used as an alternative to conventional and geostatistical methods in digital mapping of soil attributes. An advantage of ML algorithms is their flexibility to use various layers of information as covariates. However, ML algorithms come in many variations th...

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Bibliographic Details
Main Authors: Gustavo Willam Pereira, Domingos Sárvio Magalhães Valente, Daniel Marçal de Queiroz, André Luiz de Freitas Coelho, Marcelo Marques Costa, Tony Grift
Format: Article
Language:English
Published: MDPI AG 2022-06-01
Series:Agronomy
Subjects:
Online Access:https://www.mdpi.com/2073-4395/12/6/1350