Concepedia

A remote sensing framework to map potential toxic elements in agricultural soils in the humid tropics

Wanderson de Sousa Mendes, José Alexandre Melo Demattê, Maria Eduarda Bispo de Resende, Luis Fernando Chimelo Ruiz, Danilo César de Mello, Jorge Tadeu Fim Rosas, Nélida Elizabet Quiñonez Silvero, Luís Reynaldo Ferracciú Alleoni, Marina Colzato, Nícolas Augusto Rosin,

Environmental Pollution · 2021 · 19 citations · 63 references

DOI

Concepts

References

63

Random Forests

Leo Breiman · Machine Learning · 2001 · 119.3K citations · Full text

On digital soil mapping

Alex B. McBratney, Maria de Lourdes Mendonça-Santos, Budiman Minasny · Geoderma · 2003 · 3.5K citations

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An assessment of the effectiveness of a random forest classifier for land-cover classification

Víctor Rodríguez‐Galiano, Bardan Ghimire, John Rogan et al. · ISPRS Journal of Photogrammetry and Remote Sensing · 2011 · 2.8K citations

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A comparison of random forest and its Gini importance with standard chemometric methods for the feature selection and classification of spectral data

Bjoern Menze, B. Michael Kelm, Ralf Masuch et al. · BMC Bioinformatics · 2009 · 1.3K citations · Full text

Google Earth Engine for geo-big data applications: A meta-analysis and systematic review

Haifa Tamiminia, Bahram Salehi, Masoud Mahdianpari et al. · ISPRS Journal of Photogrammetry and Remote Sensing · 2020 · 1.2K citations

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