Prognosis on the diameter of individual trees on the eastern region of the amazon using artificial neural networks

•Unprecedented study on the prognosis of the growth of trees using ANNs.•The growth prognosis followed the trend of the observed data after the logging.•The estimated basal area by ANN followed the trend, throughout time, after logging.•All ANNs showed RMSE

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Bibliographic Details
Published in:Forest ecology and management 2016-12, Vol.382, p.161-167
Main Authors: Reis, Leonardo Pequeno, de Souza, Agostinho Lopes, Mazzei, Lucas, dos Reis, Pamella Carolline Marques, Leite, Hélio Garcia, Soares, Carlos Pedro Boechat, Torres, Carlos Moreira Miquelino Eleto, da Silva, Liniker Fernandes, Ruschel, Ademir Roberto
Format: Article
Language:English
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Summary:•Unprecedented study on the prognosis of the growth of trees using ANNs.•The growth prognosis followed the trend of the observed data after the logging.•The estimated basal area by ANN followed the trend, throughout time, after logging.•All ANNs showed RMSE
ISSN:0378-1127
1872-7042
DOI:10.1016/j.foreco.2016.10.022