Use of machine learning as a tool for determining fire management units in the brazilian atlantic forest

Use of machine learning as a tool for determining fire management units in the brazilian atlantic forest

Abstract Geoprocessing techniques are generally applied in natural disaster risk management due to their ability to integrate and visualize different sets of geographic data. The objective of this study was to evaluate the capacity of classification and regression tree (CART) to assess fire risk. MC...

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Bibliographic Details
Main Authors: RONIE S. JUVANHOL, NILTON CESAR FIEDLER, ALEXANDRE R. DOS SANTOS, TELMA M.O. PELUZIO, WELLINGTON B. DA SILVA, CHRISTIANO JORGE G. PINHEIRO, HELBECY CRISTINO P. DE SOUSA
Format: Article
Language:English
Published: Academia Brasileira de Ciências 2023-04-01
Series:Anais da Academia Brasileira de Ciências
Subjects:
non-parametric statistics
kernel density
cart algorithm
decision rules
fire prediction map
Online Access:http://www.scielo.br/scielo.php?script=sci_arttext&pid=S0001-37652023000301601&lng=en&tlng=en

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http://www.scielo.br/scielo.php?script=sci_arttext&pid=S0001-37652023000301601&lng=en&tlng=en

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