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, Igor Alexandre de Souza, Michele Duarte de Menezes, João José Marques, Luiz Roberto Guimarães Guilherme, Nilton Curi
Topics & Concepts
Soil fertilityEnvironmental scienceFertilityRandom forestSoil waterAlgorithmSoil testComputer scienceSoil scienceMachine learningAgricultural engineeringMathematicsPopulationEngineeringSociologyDemographySoil Geostatistics and MappingSoil Carbon and Nitrogen DynamicsSoil Management and Crop Yield