Spatial and spectral analysis of fairy circles in Namibia on a landscape scale using satellite image processing and machine learning analysis

Spatial and spectral analysis of fairy circles in Namibia on a landscape scale using satellite image processing and machine learning analysis

Fairy circles (FCs) are a unique phenomenon characterized by circular patches, 4–10 m in diameter, of bare soil within a vegetated matrix. This project aimed to study the spatial and spectral characteristics of FCs on a landscape scale in Namibia. The specific objectives of this research are (1) pro...

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Bibliographic Details
Main Authors: Klil Noy, Micha Silver, Ondrej Pesek, Hezi Yizhaq, Eugene Marais, Arnon Karnieli
Format: Article
Language:English
Published: Elsevier 2023-07-01
Series:International Journal of Applied Earth Observations and Geoinformation
Subjects:
CNN model
Spectral indices
Texture variables
Spatial autocorrelation
Online Access:http://www.sciencedirect.com/science/article/pii/S1569843223002017

Internet

http://www.sciencedirect.com/science/article/pii/S1569843223002017

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