Evaluating techniques for mapping island vegetation from unmanned aerial vehicle (UAV) images: Pixel classification, visual interpretation and machine learning approaches

Evaluating techniques for mapping island vegetation from unmanned aerial vehicle (UAV) images: Pixel classification, visual interpretation and machine learning approaches

We evaluate three approaches to mapping vegetation using images collected by an unmanned aerial vehicle (UAV) to monitor rehabilitation activities in the Five Islands Nature Reserve, Wollongong (Australia). Between April 2017 and July 2018, four aerial surveys of Big Island were undertaken to map ch...

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Bibliographic Details
Main Authors: S.M. Hamylton, R.H. Morris, R.C. Carvalho, N. Roder, P. Barlow, K. Mills, L. Wang
Format: Article
Language:English
Published: Elsevier 2020-07-01
Series:International Journal of Applied Earth Observations and Geoinformation
Subjects:
Lomandra
Convolutional neural network
Five Islands nature reserve
Online Access:http://www.sciencedirect.com/science/article/pii/S0303243419310293

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