Estimation of deracinated trees area in temperate forest with satellite images employing machine learning methods

Climate change can increase the number of uprooted trees. Although there have been an increasing number of machine learning applications for satellite image analysis, the estimation of deracinated tree area by satellite image is not well developed. Therefore, we estimated the deracinated tree area o...

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Bibliographic Details
Main Authors: Hideyuki Doi, Tomoki Hirai
Format: Article
Language:English
Published: PeerJ Inc. 2021-08-01
Series:PeerJ Computer Science
Subjects:
CNN
SVM
Online Access:https://peerj.com/articles/cs-648.pdf