Concepedia

Rapid soil fertility prediction using X-ray fluorescence data and machine learning algorithms

Lucas Benedet, Salvador Francisco Acuña-Guzman, Wilson Missina Faria, Sérgio Henrique Godinho Silva, Marcelo Mancini, Anita Fernanda dos Santos Teixeira, Luiza Maria Pereira Pierangeli, Fausto Weimar Acérbi Júnior, Lucas Rezende Gomide, Alceu Linares Pádua,

CATENA · 2020 · 88 citations · 47 references

DOI

Concepts

References

47

Classification and Regression by randomForest

Andy Liaw, Matthew C. Wiener · 2007 · 18.4K citations

, , +16

Köppen's climate classification map for Brazil

Clayton Alcarde Álvares, José Luiz Stape, Paulo César Sentelhas et al. · Meteorologische Zeitschrift · 2013 · 11.8K citations · Full text

, , +17

Mehlich 3 soil test extractant: A modification of Mehlich 2 extractant

A. Mehlich · Communications in Soil Science and Plant Analysis · 1984 · 5.6K citations

, , +11

System for Automated Geoscientific Analyses (SAGA) v. 2.1.4

Olaf Conrad, Benjamin Bechtel, M. Bock et al. · Geoscientific model development · 2015 · 2.4K citations · Full text

, , +16

Near‐Infrared Reflectance Spectroscopy–Principal Components Regression Analyses of Soil Properties

Cheng-Wen Chang, David A. Laird, M. J. Mausbach et al. · Soil Science Society of America Journal · 2001 · 1.9K citations

, , +17