Classification of soil respiration in areas of sugarcane renewal using decision tree

ABSTRACT: The use of data mining is a promising alternative to predict soil respiration from correlated variables. Our objective was to build a model using variable selection and decision tree induction to predict different levels of soil respiration, taking into account physical, chemical and micro...

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Main Authors: Camila Viana Vieira Farhate, Zigomar Menezes de Souza, Stanley Robson de Medeiros Oliveira, João Luís Nunes Carvalho, Newton La Scala Júnior, Ana Paula Guimarães Santos
Formato: Artigo
Idioma:Inglês
Publicado em: Universidade de São Paulo
Colecção:Scientia Agricola
Assuntos:
soil CO2 emission
data mining
variable selection
soil temperature
soil organic matter
Acesso em linha:http://www.scielo.br/scielo.php?script=sci_arttext&pid=S0103-90162018000300216&lng=en&tlng=en
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